From dad3044740bcd6340ca0e1126bcf06f487e6d9df Mon Sep 17 00:00:00 2001
From: Jun-te Kim <juntekim@googlemail.com>
Date: Tue, 16 Jun 2026 12:17:43 +0000
Subject: [PATCH] save skills and automation progress

---
 .../epc-to-elmhurst-rdsap-inputs/SKILL.md     |  40 +-
 .../expand-sap-accuracy-corpus/SKILL.md       |  70 +++
 .../start-prompt.md                           |  39 ++
 .../expand-sap-accuracy-corpus/worklist.md    | 114 +++++
 .../validate-cert-sap-accuracy/SKILL.md       |   8 +
 .gitignore                                    |   4 +
 applications/sharepoint_renamer/handler.py    |   3 +-
 .../uprn_60027826/elmhurst_inputs.md          | 182 ++++++++
 .../uprn_60027826/epc.json                    | 343 ++++++++++++++
 .../uprn_10092973954/elmhurst_inputs.md       | 182 ++++++++
 .../uprn_10092973954/elmhurst_summary.pdf     | Bin 0 -> 76883 bytes
 .../uprn_10092973954/elmhurst_worksheet.pdf   | Bin 0 -> 23833 bytes
 .../SAP-Schema-17.1/uprn_10093116528/epc.json | 438 ++++++++++++++++++
 13 files changed, 1420 insertions(+), 3 deletions(-)
 create mode 100644 .claude/skills/expand-sap-accuracy-corpus/SKILL.md
 create mode 100644 .claude/skills/expand-sap-accuracy-corpus/start-prompt.md
 create mode 100644 .claude/skills/expand-sap-accuracy-corpus/worklist.md
 create mode 100644 backend/epc_api/json_samples/real_life_examples/RdSAP-Schema-20.0.0/uprn_60027826/elmhurst_inputs.md
 create mode 100644 backend/epc_api/json_samples/real_life_examples/RdSAP-Schema-20.0.0/uprn_60027826/epc.json
 create mode 100644 backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10092973954/elmhurst_inputs.md
 create mode 100644 backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10092973954/elmhurst_summary.pdf
 create mode 100644 backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10092973954/elmhurst_worksheet.pdf
 create mode 100644 backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10093116528/epc.json

diff --git a/.claude/skills/epc-to-elmhurst-rdsap-inputs/SKILL.md b/.claude/skills/epc-to-elmhurst-rdsap-inputs/SKILL.md
index 56cfc72b..65fa7526 100644
--- a/.claude/skills/epc-to-elmhurst-rdsap-inputs/SKILL.md
+++ b/.claude/skills/epc-to-elmhurst-rdsap-inputs/SKILL.md
@@ -53,10 +53,20 @@ mapping reference must be looked up in the cited source file, not invented.
    useful the **EES dropdown path** and **SAP code**. Use the lookup tables and
    gotchas in [reference/mapping.md](reference/mapping.md).
 
-4. **Save** the file next to the cert json as `elmhurst_inputs.md`
+4. **Flag what must NOT be mapped / must be cleared.** Elmhurst pages carry
+   defaults and (when re-keying into an existing assessment) stale values that
+   silently survive and corrupt the result — a phantom 1st extension, a
+   room-in-roof area, a party-wall length, leftover window rows. For every
+   element the cert does **not** have, say so explicitly with the Elmhurst
+   field to blank and the value to set (usually empty or 0). The automated
+   filler (`scripts/hyde/elmhurst_fill.py`) and a human both rely on this list
+   — an unflagged absent element defaults to "present" and skews SAP. See the
+   **Fields to clear** section in Output shape below.
+
+5. **Save** the file next to the cert json as `elmhurst_inputs.md`
    (e.g. `.../real_life_examples/<schema>/uprn_<uprn>/elmhurst_inputs.md`).
 
-5. **Tell the operator**: key it into Elmhurst, then report the SAP score (and
+6. **Tell the operator**: key it into Elmhurst, then report the SAP score (and
    heating cost £ if shown). If it differs from our engine's score, that's a
    calculator finding — capture it.
 
@@ -70,6 +80,27 @@ Start the file with a header block:
 ```
 Then the page sections as tables: `| Elmhurst field | Value | Notes (SAP code / EES path) |`.
 
+End the file with a **Fields to clear in Elmhurst (do NOT map)** section — one
+table listing every element the cert lacks but Elmhurst defaults or stale data
+would otherwise assert. This is the explicit "absent" set the filler and the
+operator clear:
+```
+## Fields to clear in Elmhurst (do NOT map)
+| Elmhurst field | Set to | Why absent |
+|---|---|---|
+| Property Description · 1st–4th Extension age band | (blank) | no extensions lodged |
+| Property Description · Room-in-Roof age band | (blank) | no room-in-roof building part |
+| Dimensions · Room(s) in Roof area | (blank) | ditto — leave empty, not 0 |
+| Dimensions · 1st–4th Ext. sub-tabs | 0 / blank | single building part |
+| Walls · Party wall | none/blank | `party_walls_w_per_k` = 0 |
+| Openings · surplus window rows | delete | window count from glazed-area band only |
+| Water Heating · cylinder | none | combi / instantaneous |
+| Conservatory / PV / Wind / Hydro / WWHRS / FGHRS | none | not lodged |
+```
+Give the **Elmhurst page · field**, the **cleared value** (prefer *blank* over
+0 where the field is "not applicable"; some validators reject 0), and the
+one-line reason. Absent ≠ zero everywhere — note which.
+
 ## Critical gotchas (full detail in reference)
 
 - **Economy-7 / off-peak electricity** (`main_fuel_type`/`water_heating_fuel` 29):
@@ -84,6 +115,11 @@ Then the page sections as tables: `| Elmhurst field | Value | Notes (SAP code /
 - **Water heating** 903 = Electric immersion off-peak → Elmhurst "Water Heater"
   category, not "Boiler Circulator" (901 = from main system).
 - **Windows** are synthesised from `glazed_area` band × TFA — not real geometry.
+- **Age band — pick by construction YEAR, not the engine's band letter.** The
+  live RdSAP-10 tool bands differently from `mapping.md`'s older table: it
+  offers `…K 2007-2011`, **`L 2012-2022`**, **`M 2023 onwards`**. A 2020 build
+  is **L** even though the engine labels `construction_age_band` "M". Map the
+  year to Elmhurst's on-screen band; flag the letter divergence.
 
 ## Canonical example
 
diff --git a/.claude/skills/expand-sap-accuracy-corpus/SKILL.md b/.claude/skills/expand-sap-accuracy-corpus/SKILL.md
new file mode 100644
index 00000000..2507f61e
--- /dev/null
+++ b/.claude/skills/expand-sap-accuracy-corpus/SKILL.md
@@ -0,0 +1,70 @@
+---
+name: expand-sap-accuracy-corpus
+description: Drive the per-UPRN SAP-accuracy corpus campaign. For each UPRN ensure the EPC-API→EpcPropertyData mapping exists (extend the mapper if the schema isn't covered), build the cert in Elmhurst (hyde Playwright automation), download its Input Summary + SAP Worksheets, reconcile our SAP calculator to within 0.5 of Elmhurst's accredited worksheet by fixing mapper gaps (not tuning), and pin a RealCertExpectation regression. Use when expanding SAP-calculator schema coverage/accuracy across many real certs, working the 100-UPRN worklist one at a time, validating the EPC mapper against Elmhurst, or when the user mentions the SAP accuracy corpus / Elmhurst worksheets / the UPRN campaign.
+---
+
+# Expand SAP accuracy corpus
+
+A campaign wrapper around **`validate-cert-sap-accuracy`**, run **one UPRN at a
+time** over [worklist.md](worklist.md). Why a UPRN at a time: we are rewriting /
+extending the mapper incrementally, and each pass should (a) widen EPC-schema
+coverage, (b) fix one real mapper gap, (c) leave the skills/tests sharper for the
+next UPRN.
+
+**Goal per UPRN:** our SAP calculator within **0.5 SAP** of Elmhurst's
+accredited worksheet, the agreed score pinned as a `RealCertExpectation`.
+
+The big picture: an old EPC → `EpcPropertyData` → our SAP calculator predicts the
+score the property would get unchanged. Elmhurst is the accredited ground truth;
+its Input Summary (parsed back to `EpcPropertyData`) exposes mapper holes, and its
+worksheet exposes calculator holes.
+
+## The loop (one UPRN)
+
+1. **Pick** the first `[ ]` UPRN in [worklist.md](worklist.md).
+2. **Capture** — `PYTHONPATH=/workspaces/model python scripts/fetch_real_life_epc_sample.py <uprn>`
+   → `epc.json` + schema + engine SAP under `…/real_life_examples/<schema>/uprn_<uprn>/`.
+   - **`NOT MAPPABLE`** (schema uncovered, e.g. full SAP) → this *is* the coverage
+     work: **extend the mapper** for that schema (`EpcPropertyDataMapper` / per-cert
+     mapper — Khalim's domain). Mark `🔧 mapper-gap`, build it, re-run. Guard with
+     the RdSAP-21.0.1 corpus gauge (`test_sap_accuracy_corpus.py`).
+3. **Inputs** — run the **`epc-to-elmhurst-rdsap-inputs`** skill on the UPRN →
+   complete `elmhurst_inputs.md` (+ its **Fields to clear** section).
+4. **Build in Elmhurst** (`scripts/hyde/`, mechanics in `elmhurst_README.md`):
+   `bash scripts/hyde/start_viewer.sh` (noVNC on :99) → log in once
+   (`elmhurst_session.py login`) → **create a NEW assessment for this UPRN** →
+   fill from `elmhurst_inputs.md`: `elmhurst_fill.py` auto-fills the derivable
+   pages (incl. the boiler cascade) + the clears; key the 🔸 fields by hand. Then
+   `elmhurst_download.py` saves **`elmhurst_summary.pdf`** + **`elmhurst_worksheet.pdf`**
+   into the sample dir. ⚠ The filler hard-codes one assessment + one cert's values
+   today — see **Limitations**.
+5. **Compare** — `PYTHONPATH=/workspaces/model python scripts/compare_epc_paths.py <uprn>`
+   → deep-diffs gov-API vs Elmhurst-parsed `EpcPropertyData`, runs **both** through
+   the engine, and prints Elmhurst's own worksheet SAP. Read it: engine-on-Elmhurst-
+   inputs ≈ worksheet ⇒ calculator faithful; gov-API vs Elmhurst gap ⇒ input diffs.
+6. **Reconcile to ≤0.5** — triage every field diff (use the
+   `epc-to-elmhurst-rdsap-inputs` `reference/mapping.md` for code semantics):
+   - **Elmhurst data-entry error** → fix in Elmhurst, re-export, re-run step 5.
+   - **gov-API mapper gap** → the leverage point. Fix the mapper **generically**;
+     never tune to one cert. Cosmetic diffs (codes vs strings, empty lists) are noise.
+   - **Genuine ground-truth** → align both sides to the lodged data.
+7. **Pin** — add a `RealCertExpectation` to
+   `tests/domain/sap10_calculator/test_real_cert_sap_accuracy.py`; run it. If a
+   known engine bug still blocks, use `known_bug_xfail="…"` (strict xfail) — don't widen.
+8. **Bank** — fold what you learned into `mapping.md` / this skill / the tests so
+   the next UPRN is easier, and set the worklist status (see legend).
+
+## Worklist status legend
+`[ ]` todo · `[x]` pinned (≤0.5) · `🔧` mapper extended · `⚠` xfail (engine bug) ·
+`⛔` blocked. Annotate each done line: `— <schema> · eng <X> / elm <Y> · <note>`.
+
+## Limitations / next improvements (make the campaign scale)
+- **Per-assessment GUID** — `elmhurst_fill.py` / `elmhurst_download.py` hard-code
+  `ASSESSMENT_GUID` (the Khalim-test cert). Each UPRN needs its own Elmhurst
+  assessment; create one and update the GUID, or parameterize it (`--guid`).
+- **Cert-specific fill values** — `PAGES` in `elmhurst_fill.py` hold one cert's
+  values. Make it **data-driven** (read field values from each cert's
+  `elmhurst_inputs.md` or a JSON sidecar) so one filler serves all UPRNs. Until
+  then, build each cert guided by its `elmhurst_inputs.md` (the filler is a template).
+- **More dialogs** — boiler is automated (cascade); apply the same
+  open→select→OK pattern to the control code (2110) and the MV unit when wanted.
diff --git a/.claude/skills/expand-sap-accuracy-corpus/start-prompt.md b/.claude/skills/expand-sap-accuracy-corpus/start-prompt.md
new file mode 100644
index 00000000..16127a59
--- /dev/null
+++ b/.claude/skills/expand-sap-accuracy-corpus/start-prompt.md
@@ -0,0 +1,39 @@
+# Start prompt — run the corpus campaign one UPRN at a time
+
+Paste the block below into Claude to process the **next** UPRN. It does exactly
+one UPRN and stops; reply **"next"** (or re-paste) to advance. Reuses the single
+Elmhurst assessment/GUID and overwrites it each time — the EPC-API ↔ Input-Summary
+diff in the Compare step is the safety net for leftover state.
+
+---
+
+```
+Run the `expand-sap-accuracy-corpus` skill to process the NEXT UPRN, ONE at a time.
+
+1. Open `.claude/skills/expand-sap-accuracy-corpus/worklist.md` and take the first `[ ]` UPRN.
+2. Run that single UPRN through the skill's loop:
+   - Capture: `PYTHONPATH=/workspaces/model python scripts/fetch_real_life_epc_sample.py <uprn>`.
+     If it prints NOT MAPPABLE (schema uncovered), that's the job — extend the
+     EpcPropertyDataMapper for that schema generically, then re-run. Guard with the
+     RdSAP-21.0.1 corpus gauge.
+   - Inputs: run the `epc-to-elmhurst-rdsap-inputs` skill on the UPRN → complete
+     `elmhurst_inputs.md` (with the "Fields to clear" section).
+   - Build in Elmhurst, REUSING the existing assessment:
+     GUID B44A0DB4-4C08-4241-B818-86F060172105 (the "Khalim-test" cert).
+     `bash scripts/hyde/start_viewer.sh` (noVNC on :99). The filler's PAGES values
+     are from the previous cert — update them to THIS cert's values from the new
+     `elmhurst_inputs.md` (it's one-at-a-time, so editing the specs is fine), set
+     AND clear every field (overwrite the prior UPRN's state — use the Fields-to-clear
+     list), and key the 🔸 dialog fields by hand. Then run `elmhurst_download.py`
+     to save `elmhurst_summary.pdf` + `elmhurst_worksheet.pdf` into the sample dir.
+     NEVER click Submit.
+   - Compare: `PYTHONPATH=/workspaces/model python scripts/compare_epc_paths.py <uprn>`.
+   - Reconcile to ≤0.5 SAP: fix mapper gaps GENERICALLY (never tune to one cert);
+     Elmhurst's Input Summary diff localises them. Cosmetic diffs are noise.
+   - Pin a RealCertExpectation in
+     tests/domain/sap10_calculator/test_real_cert_sap_accuracy.py and run it.
+     Use strict known_bug_xfail for a known engine bug instead of widening.
+   - Update that worklist line: [x]/🔧/⚠/⛔ — <schema> · eng <X> / elm <Y> · <note>.
+3. STOP after this one UPRN. Report: schema, any mapper changes, engine vs Elmhurst
+   SAP and what reconciled them, and the test result. Then wait for me to say "next".
+```
diff --git a/.claude/skills/expand-sap-accuracy-corpus/worklist.md b/.claude/skills/expand-sap-accuracy-corpus/worklist.md
new file mode 100644
index 00000000..6794e933
--- /dev/null
+++ b/.claude/skills/expand-sap-accuracy-corpus/worklist.md
@@ -0,0 +1,114 @@
+# SAP accuracy corpus — UPRN worklist
+
+Process **one at a time**, top to bottom (see [SKILL.md](SKILL.md)). After each
+UPRN, tick it and annotate: `— <schema> · eng <X> / elm <Y> · <note>`.
+
+**Legend:** `[ ]` todo · `[x]` pinned (≤0.5) · `🔧` mapper extended · `⚠` xfail
+(engine bug) · `⛔` blocked.
+
+**Worked reference (not in the 100):** `uprn_10092973954` (SAP-Schema-17.1,
+2020 new-build flat) — full loop proven: eng 77 / elm 78, engine-on-Elmhurst-
+inputs 79 (calculator faithful within ~1). Use it to sanity-check the pipeline.
+
+## The 100
+
+- [ ] 10093116528
+- [ ] 10093116543
+- [ ] 10093116529
+- [ ] 100020933699
+- [ ] 44012843
+- [ ] 10023444324
+- [ ] 10092970673
+- [ ] 10094601287
+- [ ] 10090844932
+- [ ] 10090844948
+- [ ] 100090182288
+- [ ] 10093114053
+- [ ] 10091568921
+- [ ] 10093718424
+- [ ] 10022893721
+- [ ] 10023443426
+- [ ] 10093412452
+- [ ] 10014314798
+- [ ] 10094601294
+- [ ] 10090343335
+- [ ] 10093115480
+- [ ] 68151071
+- [ ] 100021985993
+- [ ] 100020665611
+- [ ] 10093388044
+- [ ] 10090944225
+- [ ] 10090341811
+- [ ] 10010215568
+- [ ] 10093117227
+- [ ] 10023444170
+- [ ] 100020980961
+- [ ] 200003714056
+- [ ] 10094601280
+- [ ] 10093386418
+- [ ] 100090108846
+- [ ] 10093116324
+- [ ] 10094895444
+- [ ] 10092973960
+- [ ] 10012028763
+- [ ] 10093049867
+- [ ] 10093116336
+- [ ] 100020235156
+- [ ] 10093116334
+- [ ] 10014314853
+- [ ] 10013924849
+- [ ] 100062116493
+- [ ] 10091636116
+- [ ] 10093049853
+- [ ] 10093390790
+- [ ] 10093116330
+- [ ] 10093116326
+- [ ] 10090317693
+- [ ] 10090034872
+- [ ] 10093115985
+- [ ] 10023230742
+- [ ] 10009432998
+- [ ] 100022015916
+- [ ] 202211170
+- [ ] 200003400077
+- [ ] 100061795739
+- [ ] 10093305101
+- [ ] 100020933894
+- [ ] 100020937013
+- [ ] 10023444320
+- [ ] 100062188801
+- [ ] 10008048040
+- [ ] 10093101966
+- [ ] 10093084691
+- [ ] 100061086424
+- [ ] 10023443568
+- [ ] 100090182702
+- [ ] 10090342180
+- [ ] 200003398613
+- [ ] 10093718415
+- [ ] 100061850726
+- [ ] 10091636031
+- [ ] 10014314830
+- [ ] 202211161
+- [ ] 10094895409
+- [ ] 100060930947
+- [ ] 10093388053
+- [ ] 100020973465
+- [ ] 100062190000
+- [ ] 10093114178
+- [ ] 10093303593
+- [ ] 10093303465
+- [ ] 10091194525
+- [ ] 10093386427
+- [ ] 10002917849
+- [ ] 100020212302
+- [ ] 10012028772
+- [ ] 10093083532
+- [ ] 10090034761
+- [ ] 10070622696
+- [ ] 200003725383
+- [ ] 10093387673
+- [ ] 10093412389
+- [ ] 10090343767
+- [ ] 10090845805
+- [ ] 10013924858
diff --git a/.claude/skills/validate-cert-sap-accuracy/SKILL.md b/.claude/skills/validate-cert-sap-accuracy/SKILL.md
index be3a6283..a7d84c46 100644
--- a/.claude/skills/validate-cert-sap-accuracy/SKILL.md
+++ b/.claude/skills/validate-cert-sap-accuracy/SKILL.md
@@ -30,6 +30,14 @@ Sample home for every cert: `backend/epc_api/json_samples/real_life_examples/<sc
    **Summary PDF** and the **SAP-10.2 worksheet PDF**, saving them in the sample
    dir as **`elmhurst_summary.pdf`** and **`elmhurst_worksheet.pdf`**. (This is
    the only manual step — Elmhurst is the accredited ground truth.)
+   - **Clear the absent elements**, not just the present ones. Work the
+     `elmhurst_inputs.md` **Fields to clear (do NOT map)** section: blank every
+     phantom extension, room-in-roof, party wall, surplus window row, cylinder,
+     etc. An element left at an Elmhurst default reads as *present* and skews
+     SAP — a class of error that hides on collapsed sub-tabs (1st Ext., etc.).
+   - `scripts/hyde/elmhurst_fill.py` can drive this (Playwright): it sets and
+     **clears** fields page by page, navigating to persist (Save & Close = DB
+     commit). It is a re-keying aid; Elmhurst remains the ground truth.
 
 4. **Compare the two paths**:
    ```
diff --git a/.gitignore b/.gitignore
index 837759b8..df5276a2 100644
--- a/.gitignore
+++ b/.gitignore
@@ -307,3 +307,7 @@ backlog/*
 
 # Local EPC debug cache (scripts/eon)
 scripts/eon/epc_cache.pkl
+
+# Elmhurst Playwright session (auth cookies) + captured PDFs (scripts/hyde)
+scripts/hyde/.elmhurst-session/
+scripts/hyde/elmhurst_downloads/
diff --git a/applications/sharepoint_renamer/handler.py b/applications/sharepoint_renamer/handler.py
index d6094ca3..ca3f4081 100644
--- a/applications/sharepoint_renamer/handler.py
+++ b/applications/sharepoint_renamer/handler.py
@@ -1,3 +1,4 @@
+from pathlib import Path
 from typing import Any
 
 from applications.sharepoint_renamer.sharepoint_renamer_request import SharepointRenamerRequest
@@ -5,7 +6,7 @@ from orchestration.sharepoint_renamer_orchestrator import SharepointRenamerOrche
 from utils.sharepoint.domna_sharepoint_client import DomnaSharepointClient
 from utils.sharepoint.domna_sites import DomnaSites
 
-CSV_PATH = "applications/sharepoint_renamer/sero_address_list.csv"
+CSV_PATH = str(Path(__file__).parent / "sero_address_list.csv")
 
 
 def handler(event: dict[str, Any], context: Any) -> None:
diff --git a/backend/epc_api/json_samples/real_life_examples/RdSAP-Schema-20.0.0/uprn_60027826/elmhurst_inputs.md b/backend/epc_api/json_samples/real_life_examples/RdSAP-Schema-20.0.0/uprn_60027826/elmhurst_inputs.md
new file mode 100644
index 00000000..3d479b91
--- /dev/null
+++ b/backend/epc_api/json_samples/real_life_examples/RdSAP-Schema-20.0.0/uprn_60027826/elmhurst_inputs.md
@@ -0,0 +1,182 @@
+# Elmhurst RdSAP inputs — UPRN 60027826 (cert 0080-2673-2086-2299-1061, RdSAP-Schema-20.0.0)
+
+**Lodged SAP:** 72   **Our engine:** 70   ← compare Elmhurst against **70** (the production gov-API path)
+**Known divergences:** None of the off-peak Economy-7 bugs apply — this is a **mains-gas** boiler with **mains-gas** hot water. Watch instead: (a) RdSAP-20 synthesised-window U translation, (b) the room-in-roof entry, (c) the unlodged party wall defaulting to U=0.25.
+
+10 Kingsland Close, Shoreham-by-Sea, BN43 6NQ · Semi-detached house · inspected 2021-08-17, lodged 2022-04-13.
+
+---
+
+## Property Description
+
+| Elmhurst field | Value | Notes (SAP code / EES path) |
+|---|---|---|
+| Property Type | House | `property_type` 0 |
+| Built Form | Semi-detached | `built_form` 2 |
+| Age Band (England & Wales) | **H — 1991–1995** | `construction_age_band` H |
+| Storeys | **3** | ground + first + room-in-roof (intermediate `storey_count`=3.0) |
+| Habitable rooms | 6 | `habitable_room_count` |
+| Heated rooms | 6 | `heated_room_count` |
+| Extensions | 0 | `extensions_count` |
+| Rooms in roof | **Yes — 1** | `sap_room_in_roof` lodged (see Roofs) |
+
+## Dimensions  (`measurement_type` 1 = Internal)
+
+| Floor | Area m² | Room Height m | Heat-Loss Perimeter m | Party-Wall Length m |
+|---|---|---|---|---|
+| Ground (floor 0) | **42.85** | 2.3 | 21.7 | 6 |
+| First (floor 1) | **36** | 2.3 | 18 | 6 |
+| Room-in-roof | **36** | (entered on Rooms-in-Roof page, not as a dimension floor) | — | — |
+
+TFA check: 42.85 + 36 + 36 = **114.85 m²** (lodged `total_floor_area` 115). No heated basement.
+
+## Conservatory
+
+None — `conservatory_type` 1, `has_heated_separate_conservatory` false → leave unchecked.
+
+## Walls
+
+**Main / external wall**
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| Construction | **Cavity wall** | `wall_construction` 4; description "Cavity wall, filled cavity" |
+| Insulation | **Filled cavity** | `wall_insulation_type` 2 (retrofit cavity fill) |
+| Dry-lined | **Yes** | `wall_dry_lined` Y |
+| Wall Thickness | **300 mm** | `wall_thickness` 300; `wall_thickness_measured` Y → "Wall Thickness Unknown" unchecked |
+| (cross-check) | lodged `wall_u_value` 0.33; engine `walls_w_per_k` 26.27 | |
+
+No alternative wall lodged.
+
+**Party wall** — `party_wall_construction` **0 (not lodged)**
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| Type | **Unable to determine** | code 0 → engine default **U = 0.25** (NOT the code-1 "Solid" trap — here it is genuinely unlodged, so "Unable to determine" is correct and matches the engine). Engine `party_walls_w_per_k` 7.275 ≈ 29 m² × 0.25. |
+
+## Roofs
+
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| Type | **Room in roof** (pitched, slates/tiles) | description "Roof room(s), insulated (assumed)"; `roof_construction` 4 |
+| Rooms-in-roof area | **36 m²** | `sap_room_in_roof.floor_area` 36 |
+| Rooms-in-roof insulation | **As built** | `sap_room_in_roof.insulation` "AB"; age band H; `roof_room_connected` N |
+| Roof insulation location | **At joists** | `roof_insulation_location` 2 |
+| Roof insulation thickness | **100 mm** | `roof_insulation_thickness` "100mm" (drives default U) |
+| (cross-check) | engine `roof_w_per_k` 24.17 | |
+
+## Floors
+
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| Construction | **Solid** | `floor_construction` 1; description "Solid, no insulation (assumed)" |
+| Insulation | **As built** (none) | `floor_insulation_thickness` "NI" |
+| (cross-check) | engine `floor_w_per_k` 30.0 | |
+
+## Openings — Windows  (RdSAP reduced-data, synthesised)
+
+Glazed-area band = **Normal** (`glazed_area` 1, ×1.00). Synthesised total glazing area
+= 0.148 × 114.85 × 1.00 = **17.02 m²**, split 4-way N/E/S/W (4 windows × 4.255 m wide × 1.0 m high).
+
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| Glazing Type | **Double, unknown install date** | `multiple_glazing_type` 3; "Fully double glazed" |
+| Frame Type | **PVC** | `pvc_window_frames` true |
+| Glazing Gap | **16 mm** | `glazing_gap` "16+" |
+| Orientation | spread evenly N / E / S / W | not lodged — matches engine synth (orients 1,3,5,7) |
+| Location | External wall | |
+| Draught Proofed | **Yes (100%)** | `percent_draughtproofed` 100 |
+| U-value / g-value | leave Elmhurst default; **lodged U = 2.6, g = 0.76** | `windows_transmission_details`; engine effective U = `windows_w_per_k` 42.86 ÷ 17.02 ≈ **2.52**. ⚠️ Report the U Elmhurst assigns — RdSAP-20 glazing-coefficient translation is the most likely source of the lodged-72-vs-engine-70 gap. |
+
+## Openings — Doors
+
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| Total doors | **2** | `door_count` 2 |
+| Insulated | **0** | `insulated_door_count` 0 |
+| Draught proofed | 2 | `percent_draughtproofed` 100 → engine `doors_w_per_k` 11.1 ≈ 2 × 1.85 m² × 3.0 |
+
+## Ventilation & Lighting
+
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| Open chimneys | 0 | `open_fireplaces_count` 0 |
+| Open flues / passive vents / flueless gas / extract fans | 0 | none lodged |
+| Fixed air conditioning | No | `has_fixed_air_conditioning` false |
+| Mechanical Ventilation | **Natural** (unchecked) | `mechanical_ventilation` 0 |
+| Air Pressure Test | **Not available** (uses % draughtproofing) | RdSAP cert |
+| Lighting — total fixed outlets | **14** | `fixed_lighting_outlets_count` 14 |
+| Lighting — low-energy outlets | **12** | `low_energy_fixed_lighting_outlets_count` 12 (86%) |
+
+## Space Heating
+
+**Main Heating 1** — `sap_main_heating_code` **102**
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| System | **Boiler + radiators, mains gas** | "Boiler and radiators, mains gas"; `main_heating_category` 2; `heat_emitter_type` 1 = radiators |
+| Boiler type | **Regular condensing, automatic ignition** | code 102 (Table 4b) |
+| Efficiency | **84% winter / 74% summer** | Table 4b code 102; engine `main_heating_efficiency` 0.84. `main_heating_data_source` 2 (age-band/Table default, no PCDB record) |
+| Fuel | **Mains gas** | `main_fuel_type` 26 (engine space-heat cost 3.48 p/kWh) |
+| Flue | Fanned flue present | `boiler_flue_type` 2, `fan_flue_present` Y |
+| Controls | **Programmer + room thermostat + TRVs** | `main_heating_control` 2106 |
+| % of heat | 100% | `main_heating_fraction` 1 |
+| Heat Emitter / Pump Age | leave default (no PCDF) | `central_heating_pump_age` 0 |
+
+**Main Heating 2** — none (single main system).
+
+**Secondary Heating** — leave Elmhurst **default (assumed portable electric heaters)**.
+`secondary_heating_type` 691; engine applies fraction **0.1** at **standard-tariff electricity** (fuel 30), `secondary_heating_fuel_kwh` ≈ 976 kWh. (Cert lodges `secondary_fuel_type` 29 but the engine prices the assumed secondary at standard tariff per SAP convention — leave the Elmhurst default and it agrees.)
+
+**Community Heating** — none.
+
+## Meters
+
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| Mains gas supply available | **Yes** | `sap_energy_source.mains_gas` Y |
+| Electricity meter type | **Single (standard)** | `meter_type` 1 — no Economy-7 here; off-peak fuel-cost bug **does not apply** |
+
+## Water Heating
+
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| Source | **From main heating system** (Boiler Circulator) | `water_heating_code` 901; "From main system" |
+| Fuel | **Mains gas** | `water_heating_fuel` 26 (engine HW cost 3.48 p/kWh) |
+| Hot Water Cylinder Present | **Yes** | `has_hot_water_cylinder` true |
+| Cylinder size | **110 L** (pick the litre value, not "Normal") | `cylinder_size` code 2 = 110 L |
+| Cylinder insulation type | **Factory foam** | `cylinder_insulation_type` 1 = Foam |
+| Cylinder insulation thickness | **50 mm** | `cylinder_insulation_thickness` 50 |
+| Cylinder thermostat | **Yes** | `cylinder_thermostat` Y |
+| (cross-check) | engine `hot_water_kwh_per_yr` 3640 | |
+
+- **Number of baths** (Water Heating → **WWHRS sub-tab → "Total no. of Baths"**): **1**
+  — `instantaneous_wwhrs.rooms_with_bath_and_or_shower` 1 + `rooms_with_bath_and_mixer_shower` 0 = 1. Elmhurst defaults to 0; set it to **1** or HW demand diverges.
+- **WWHRS**: **No** — the `instantaneous_wwhrs` block is bath/shower ROOM counts (ADR-0028), not a heat-recovery device.
+- **Community Hot Water**: none.
+- **Solar Water Heating**: No — `solar_water_heating` N.
+- **FGHRS**: No — `main_heating_details[].has_fghrs` N.
+
+## New Technologies
+
+| Elmhurst field | Value | Notes |
+|---|---|---|
+| PV | **None** | `photovoltaic_supply.none_or_no_details` |
+| Wind | **None** | `wind_turbines_count` 0 |
+| Hydro | None | not lodged |
+| Special Features (Appendix Q) | None | not lodged |
+
+---
+
+### Engine reference outputs (the numbers Elmhurst should reproduce)
+
+| Quantity | Engine value |
+|---|---|
+| SAP score (integer) | **70** (continuous 69.77) |
+| Space-heating demand | 9 755 kWh/yr |
+| Main-heating fuel (gas) | 10 452 kWh/yr |
+| Hot-water | 3 640 kWh/yr |
+| Secondary (electric, assumed) | 976 kWh/yr |
+| CO₂ | 3 184 kg/yr |
+| Total fuel cost | £824.73/yr |
+| Heat-transfer coefficient | 245.96 W/K |
+| Heat-loss parameter | 2.14 W/m²K |
+
+**Operator: key this into Elmhurst, then export the Summary PDF (`elmhurst_summary.pdf`) and the SAP-10.2 worksheet PDF (`elmhurst_worksheet.pdf`) into this directory, and report the Elmhurst SAP score.** Then re-run `scripts/compare_epc_paths.py 60027826` to diff the two paths.
diff --git a/backend/epc_api/json_samples/real_life_examples/RdSAP-Schema-20.0.0/uprn_60027826/epc.json b/backend/epc_api/json_samples/real_life_examples/RdSAP-Schema-20.0.0/uprn_60027826/epc.json
new file mode 100644
index 00000000..243c1f2d
--- /dev/null
+++ b/backend/epc_api/json_samples/real_life_examples/RdSAP-Schema-20.0.0/uprn_60027826/epc.json
@@ -0,0 +1,343 @@
+{
+  "uprn": 60027826,
+  "roofs": [
+    {
+      "description": {
+        "value": "Roof room(s), insulated (assumed)",
+        "language": "1"
+      },
+      "energy_efficiency_rating": 4,
+      "environmental_efficiency_rating": 4
+    }
+  ],
+  "walls": [
+    {
+      "description": {
+        "value": "Cavity wall, filled cavity",
+        "language": "1"
+      },
+      "energy_efficiency_rating": 4,
+      "environmental_efficiency_rating": 4
+    }
+  ],
+  "floors": [
+    {
+      "description": {
+        "value": "Solid, no insulation (assumed)",
+        "language": "1"
+      },
+      "energy_efficiency_rating": 0,
+      "environmental_efficiency_rating": 0
+    }
+  ],
+  "status": "entered",
+  "tenure": 2,
+  "window": {
+    "description": {
+      "value": "Fully double glazed",
+      "language": "1"
+    },
+    "energy_efficiency_rating": 3,
+    "environmental_efficiency_rating": 3
+  },
+  "lighting": {
+    "description": {
+      "value": "Low energy lighting in 86% of fixed outlets",
+      "language": "1"
+    },
+    "energy_efficiency_rating": 5,
+    "environmental_efficiency_rating": 5
+  },
+  "postcode": "BN43 6NQ",
+  "hot_water": {
+    "description": {
+      "value": "From main system",
+      "language": "1"
+    },
+    "energy_efficiency_rating": 4,
+    "environmental_efficiency_rating": 4
+  },
+  "post_town": "SHOREHAM-BY-SEA",
+  "built_form": 2,
+  "created_at": "2022-04-13 09:33:39.943417",
+  "door_count": 2,
+  "glazed_area": 1,
+  "glazing_gap": "16+",
+  "region_code": 14,
+  "report_type": 2,
+  "sap_heating": {
+    "cylinder_size": 2,
+    "water_heating_code": 901,
+    "water_heating_fuel": 26,
+    "cylinder_thermostat": "Y",
+    "instantaneous_wwhrs": {
+      "rooms_with_bath_and_or_shower": 1,
+      "rooms_with_mixer_shower_no_bath": 0,
+      "rooms_with_bath_and_mixer_shower": 0
+    },
+    "secondary_fuel_type": 29,
+    "main_heating_details": [
+      {
+        "has_fghrs": "N",
+        "main_fuel_type": 26,
+        "boiler_flue_type": 2,
+        "fan_flue_present": "Y",
+        "heat_emitter_type": 1,
+        "emitter_temperature": 0,
+        "main_heating_number": 1,
+        "main_heating_control": 2106,
+        "main_heating_category": 2,
+        "main_heating_fraction": 1,
+        "sap_main_heating_code": 102,
+        "central_heating_pump_age": 0,
+        "main_heating_data_source": 2
+      }
+    ],
+    "immersion_heating_type": "NA",
+    "secondary_heating_type": 691,
+    "cylinder_insulation_type": 1,
+    "has_fixed_air_conditioning": "false",
+    "cylinder_insulation_thickness": 50
+  },
+  "sap_version": 9.94,
+  "schema_type": "RdSAP-Schema-20.0.0",
+  "uprn_source": "Energy Assessor",
+  "country_code": "EAW",
+  "main_heating": [
+    {
+      "description": {
+        "value": "Boiler and radiators, mains gas",
+        "language": "1"
+      },
+      "energy_efficiency_rating": 4,
+      "environmental_efficiency_rating": 4
+    }
+  ],
+  "dwelling_type": {
+    "value": "Semi-detached house",
+    "language": "1"
+  },
+  "language_code": 1,
+  "property_type": 0,
+  "address_line_1": "10 KINGSLAND CLOSE",
+  "assessment_type": "RdSAP",
+  "completion_date": "2022-04-13",
+  "inspection_date": "2021-08-17",
+  "extensions_count": 0,
+  "measurement_type": 1,
+  "total_floor_area": 115,
+  "transaction_type": 13,
+  "conservatory_type": 1,
+  "heated_room_count": 6,
+  "pvc_window_frames": "true",
+  "registration_date": "2022-04-13",
+  "sap_energy_source": {
+    "mains_gas": "Y",
+    "meter_type": 1,
+    "photovoltaic_supply": {
+      "none_or_no_details": {
+        "pv_connection": 0,
+        "percent_roof_area": 0
+      }
+    },
+    "wind_turbines_count": 0,
+    "wind_turbines_terrain_type": 2
+  },
+  "secondary_heating": {
+    "description": {
+      "value": "None",
+      "language": "1"
+    },
+    "energy_efficiency_rating": 0,
+    "environmental_efficiency_rating": 0
+  },
+  "sap_building_parts": [
+    {
+      "identifier": "Main Dwelling",
+      "wall_u_value": 0.33,
+      "wall_dry_lined": "Y",
+      "wall_thickness": 300,
+      "floor_heat_loss": 7,
+      "sap_room_in_roof": {
+        "floor_area": {
+          "value": 36,
+          "quantity": "square metres"
+        },
+        "insulation": "AB",
+        "roof_room_connected": "N",
+        "construction_age_band": "H"
+      },
+      "roof_construction": 4,
+      "wall_construction": 4,
+      "building_part_number": 1,
+      "sap_floor_dimensions": [
+        {
+          "floor": 0,
+          "room_height": {
+            "value": 2.3,
+            "quantity": "metres"
+          },
+          "floor_insulation": 1,
+          "total_floor_area": {
+            "value": 42.85,
+            "quantity": "square metres"
+          },
+          "party_wall_length": {
+            "value": 6,
+            "quantity": "metres"
+          },
+          "floor_construction": 1,
+          "heat_loss_perimeter": {
+            "value": 21.7,
+            "quantity": "metres"
+          }
+        },
+        {
+          "floor": 1,
+          "room_height": {
+            "value": 2.3,
+            "quantity": "metres"
+          },
+          "total_floor_area": {
+            "value": 36,
+            "quantity": "square metres"
+          },
+          "party_wall_length": {
+            "value": 6,
+            "quantity": "metres"
+          },
+          "heat_loss_perimeter": {
+            "value": 18,
+            "quantity": "metres"
+          }
+        }
+      ],
+      "wall_insulation_type": 2,
+      "construction_age_band": "H",
+      "party_wall_construction": 0,
+      "wall_thickness_measured": "Y",
+      "roof_insulation_location": 2,
+      "roof_insulation_thickness": "100mm",
+      "floor_insulation_thickness": "NI"
+    }
+  ],
+  "low_energy_lighting": 86,
+  "solar_water_heating": "N",
+  "habitable_room_count": 6,
+  "heating_cost_current": {
+    "value": 522,
+    "currency": "GBP"
+  },
+  "insulated_door_count": 0,
+  "co2_emissions_current": 3.4,
+  "energy_rating_average": 60,
+  "energy_rating_current": 72,
+  "lighting_cost_current": {
+    "value": 111,
+    "currency": "GBP"
+  },
+  "main_heating_controls": [
+    {
+      "description": {
+        "value": "Programmer, room thermostat and TRVs",
+        "language": "1"
+      },
+      "energy_efficiency_rating": 4,
+      "environmental_efficiency_rating": 4
+    }
+  ],
+  "multiple_glazing_type": 3,
+  "open_fireplaces_count": 0,
+  "has_hot_water_cylinder": "true",
+  "heating_cost_potential": {
+    "value": 486,
+    "currency": "GBP"
+  },
+  "hot_water_cost_current": {
+    "value": 129,
+    "currency": "GBP"
+  },
+  "mechanical_ventilation": 0,
+  "percent_draughtproofed": 100,
+  "suggested_improvements": [
+    {
+      "sequence": 1,
+      "typical_saving": {
+        "value": 37,
+        "currency": "GBP"
+      },
+      "indicative_cost": "\u00a34,000 - \u00a36,000",
+      "improvement_type": "W2",
+      "improvement_details": {
+        "improvement_number": 58
+      },
+      "improvement_category": 5,
+      "energy_performance_rating": 74,
+      "environmental_impact_rating": 71
+    },
+    {
+      "sequence": 2,
+      "typical_saving": {
+        "value": 42,
+        "currency": "GBP"
+      },
+      "indicative_cost": "\u00a34,000 - \u00a36,000",
+      "improvement_type": "N",
+      "improvement_details": {
+        "improvement_number": 19
+      },
+      "improvement_category": 5,
+      "energy_performance_rating": 75,
+      "environmental_impact_rating": 73
+    },
+    {
+      "sequence": 3,
+      "typical_saving": {
+        "value": 400,
+        "currency": "GBP"
+      },
+      "indicative_cost": "\u00a33,500 - \u00a35,500",
+      "improvement_type": "U",
+      "improvement_details": {
+        "improvement_number": 34
+      },
+      "improvement_category": 5,
+      "energy_performance_rating": 84,
+      "environmental_impact_rating": 81
+    }
+  ],
+  "co2_emissions_potential": 1.8,
+  "energy_rating_potential": 84,
+  "lighting_cost_potential": {
+    "value": 111,
+    "currency": "GBP"
+  },
+  "schema_version_original": "LIG-19.0",
+  "hot_water_cost_potential": {
+    "value": 85,
+    "currency": "GBP"
+  },
+  "renewable_heat_incentive": {
+    "water_heating": 2737,
+    "impact_of_loft_insulation": -71,
+    "space_heating_existing_dwelling": 8821
+  },
+  "energy_consumption_current": 167,
+  "has_fixed_air_conditioning": "false",
+  "multiple_glazed_proportion": 100,
+  "calculation_software_version": "2.1.1.0",
+  "energy_consumption_potential": 89,
+  "environmental_impact_current": 69,
+  "fixed_lighting_outlets_count": 14,
+  "windows_transmission_details": {
+    "u_value": 2.6,
+    "data_source": 2,
+    "solar_transmittance": 0.76
+  },
+  "current_energy_efficiency_band": "C",
+  "environmental_impact_potential": 81,
+  "has_heated_separate_conservatory": "false",
+  "potential_energy_efficiency_band": "B",
+  "co2_emissions_current_per_floor_area": 29,
+  "low_energy_fixed_lighting_outlets_count": 12
+}
\ No newline at end of file
diff --git a/backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10092973954/elmhurst_inputs.md b/backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10092973954/elmhurst_inputs.md
new file mode 100644
index 00000000..f531a917
--- /dev/null
+++ b/backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10092973954/elmhurst_inputs.md
@@ -0,0 +1,182 @@
+# Elmhurst RdSAP inputs — UPRN 10092973954 (cert 0862-3892-7875-2690-2325, SAP-Schema-17.1)
+
+**Lodged SAP:** 83 (band B)   **Our engine:** 77 (continuous 76.85)   ← compare Elmhurst against this
+**Total fuel cost (engine):** £445.80/yr   **Heat transfer coeff:** 112.11 W/K
+**Known divergences:** full-SAP cert forced through RdSAP — window area is banded, U-values/thermal-bridging are age-band proxies (see notes). MEV extract is the engine's −4 SAP driver.
+
+> **Complete + filler-ready.** Every row names the **live Elmhurst control id**
+> (suffix after `ContentBody_ContentPlaceHolder1_`) from the DOM dumps in
+> `scripts/hyde/elmhurst_dom/`, so `scripts/hyde/elmhurst_fill.py` can map each
+> directly. Dropdown values are the **exact option labels** (they carry a code
+> prefix, e.g. `F Flat`). 🔸 = **assessor-only** field the EPC can't supply.
+> The **Fields to clear** table at the bottom is the explicit "absent" set.
+
+---
+
+## Property Details  (admin — does NOT affect SAP)
+| Elmhurst field (`id`) | Enter | Notes |
+|---|---|---|
+| `DropDownListPurpose` | None of the above | not a retrofit/modelling job |
+| `DropDownListTenure` | Owner-occupied | `tenure` ND; tenure doesn't affect SAP |
+| `DropDownListTransactionType` | None of the above | `transaction_type` 6 = new dwelling (no exact option) |
+| `TextBoxInspectionDate` | as lodged | admin only |
+
+## Property Description  ✅ committed
+| Elmhurst field (`id`) | Enter | Notes |
+|---|---|---|
+| `DropDownListPropertyType1` | **F Flat** | `property_type` 2 |
+| `DropDownListPropertyType2` | **D Detached** | `built_form` 1 (block form) |
+| `TextBoxStoreys` | **1** | single-storey flat |
+| `TextBoxHabitableRooms` | **3** | back-solved from `living_area` 23.45 / TFA |
+| `TextBoxHeatedHabitableRooms` | **3** | all heated |
+| `DropDownListDateBuiltMain` | **L 2012-2022** | 2020 build — by YEAR (engine band "M"; see gotcha) |
+
+## Dimensions  (Type = Internal) — Lowest Floor row only
+| Elmhurst field (`id`, under `…DimensionsMain_`) | Enter | Notes |
+|---|---|---|
+| `RadioButtonDimensionsType` | Internal | `measurement_type` 1 |
+| `TextBoxFloorAreaLowestFloor` | **67.84** | engine TFA (cert top-level 68) |
+| `TextBoxRoomHeightLowestFloor` | **2.40** | volume 162.816 ÷ 67.84 |
+| `TextBoxWallPerimeterLowestFloor` | **38.14** | heat-loss perimeter (= 91.54 m² ÷ 2.4) |
+| `TextBoxPartyWallLengthLowestFloor` | **0** | `party_walls_w_per_k` = 0 |
+
+## Conservatory  ✅ already correct
+| Elmhurst field (`id`) | Enter | Notes |
+|---|---|---|
+| `CheckBoxIsConservatory` | unchecked | `conservatory_type` 1 = none |
+
+## Flats
+| Elmhurst field (`id`) | Enter | Notes |
+|---|---|---|
+| `DropDownListPositionOfFlat` | **Ground Floor** | `sap_flat_details.level` 1 / ground-floor flat |
+| `TextBoxFloor` | **0** | ground = storey 0 |
+| 🔸 `TextBoxStoriesInBlock` | *assessor* | EPC doesn't give block height; not in cert |
+| 🔸 `RadioButtonListFlatCoridor` | *assessor* | corridor/stairwell adjacency; `sheltered_sides_count` 1 hints 1 sheltered side |
+| 🔸 `TextBoxLengthOfShelteredWall` | *assessor* | only if a sheltered/corridor wall is set |
+
+## Walls  (Main + alternative + party)
+| Elmhurst field (`id`, under `…WallMain_`) | Enter | Notes |
+|---|---|---|
+| `DropDownListType` | **TI Timber Frame** | new-build timber frame |
+| `DropDownListInsulation` | **A As Built** | factory-insulated |
+| `TextBoxWallThickness` | as built | — |
+| `CheckBoxUvalueKnown` + U-value | **0.17** if override offered | cert "0.17 W/m²K"; engine wall ≈12.60 W/K |
+| `CheckBoxAditionalWallSheltered` / `DropDownListAlternativeWall1Type` | **clear** (area 0) | leftover `SO Solid Brick` is placeholder — see Fields to clear |
+| `DropDownListPartyWallType` | n/a | party-wall **length 0** on Dimensions makes type irrelevant |
+
+## Roofs  ✅ committed
+| Elmhurst field (`id`, under `…RoofMain_`) | Enter | Notes |
+|---|---|---|
+| `DropDownListType` | **A Another dwelling above** | "(other premises above)" → `roof_w_per_k` = 0 (insulation fields disappear) |
+
+## Floors
+| Elmhurst field (`id`, under `…FloorsMain_`) | Enter | Notes |
+|---|---|---|
+| `DropDownListLocation` | **G Ground floor** | already correct |
+| `DropDownListType` | **S Solid** | `floor_type` 2 |
+| `DropDownListInsulation` | **A As built** | new-build |
+| `CheckBoxUValueKnown` + U-value | **0.13** if override offered | cert "0.13 W/m²K"; engine floor ≈8.82 W/K |
+
+## Openings — Windows  (Elmhurst uses a per-window GRID)
+RdSAP synthesises window area from `glazed_area` band × TFA = **15.16 m²**
+("Much more than typical", ×1.51), whole-window **U 1.4**, **g 0.63**, 5 windows,
+PVC frame (factor 0.7). Engine windows = **20.68 W/K**.
+| Elmhurst grid field (`id`, under `…WindowsPanel_`) | Enter | Notes |
+|---|---|---|
+| `DropDownListExtGlazing` | **Double post or during 2022** (high-perf low-E) | cert `glazing_type` 7, 100% multiple-glazed |
+| `DropDownListExtFrameType` | **PVC** | `frame_type` 2 |
+| `TextBoxExtUValue` | **1.4** | manufacturer whole-window U |
+| `TextBoxExtGValue` | **0.63** | cert g |
+| 🔸 `TextBoxExtWidth` / `TextBoxExtHeight` / per-row geometry | *assessor* | RdSAP has no per-window geometry; enter rows totalling **15.16 m²**, or one combined row |
+| `DropDownListExtOrientation` | as RdSAP default | cert orientations 8,2,6,2,4 — RdSAP ignores per-window orientation |
+
+## Openings — Doors
+| Elmhurst field (`id`, under `…DoorsPanel_`) | Enter | Notes |
+|---|---|---|
+| `TextBoxDoors` | **1** | `door_count` 1 |
+| `TextBoxDoorsInsulated` | **1** | new-build, cert door U 1.4 (engine `doors_w_per_k` 2.59) |
+
+## Ventilation & Lighting
+| Elmhurst field (`id`) | Enter | Notes |
+|---|---|---|
+| `TabPanelMechVent_CheckBoxMechanicalVentilation` | **checked → dMEV** | 🔶 `ventilation_type` 6, EXTRACT_OR_PIV_OUTSIDE — the **−4 SAP driver** |
+| 🔸 `SelectMVDialog_*` (MV unit) | *assessor* | pick the dMEV unit; `is_mechanical_vent_approved_installer_scheme` true |
+| `TabPanelAirPressureTest_DropDownListTestMethod` | **Blower Door → 2.6** | `air_permeability` 2.6, `pressure_test` 1 (don't leave "Not available") |
+| `TabPanelLighting_*` low-energy | **100% LED** (6 of 6) | "Low energy lighting in all fixed outlets" |
+| `TabPanelVentilationPanel_TextBox*` chimneys/flues/fans | **0** | none lodged |
+| Sheltered sides | **1** | `sheltered_sides_count` 1 (RdSAP defaults 2 — change) |
+
+## Space Heating — Main Heating 1
+Cert: "Boiler and radiators, mains gas", `main_fuel_type` 1, combi, **PCDB index 17929**,
+efficiency **89%**, controls **2110** (time + temp zone), radiators.
+| Elmhurst field (`id`, under `…MainHeating1_`) | Enter | Notes |
+|---|---|---|
+| 🔸 `TextBoxPCDFBoilerReference` (via `SelectBoilerDialog`) | **17929** | PCDB index; entered through the boiler-search dialog |
+| `RadioButtonListHeatEmitter` | **Radiators** | `heat_emitter_type` 1 |
+| `RadioButtonListFlueType` | **Balanced** | room-sealed; `is_flue_fan_present` true |
+| `RadioButtonListFanAssistedFlue` | **Yes** | `main_heating_flue_type` 2 |
+| `RadioButtonListHeatingPumpAge` | **2013 or later** | `central_heating_pump_age` 2, in heated space |
+| 🔸 `TextBoxMainHeatingControls` (via `SelectHeatingControlsDialog`) | **2110** | time & temperature zone control; interlocked |
+| `TextBoxPercentageOfHeat` | **100** | single main system |
+
+## Space Heating — Meters
+| Elmhurst field (`id`, under `TabPanelMeters_`) | Enter | Notes |
+|---|---|---|
+| `RadioButtonListElectricityType` | **Single** | `electricity_tariff` 1 — **not** Economy 7 (no off-peak bug here) |
+| `CheckBoxMainGas` | **checked** | mains gas available |
+
+## Water Heating
+Cert: from main system (combi), `water_heating_code` 901, mains gas. Engine HW = **2,271 kWh/yr**.
+| Elmhurst field (`id`, under `TabPanelWaterHeating_`) | Enter | Notes |
+|---|---|---|
+| 🔸 `TextBoxWaterHeatingCode` | **from main system** (901) | combi; **Boiler Circulator / from main** category (not Water Heater) |
+| `CheckBoxHotWaterCylinder` | **unchecked** | combi instantaneous — **no cylinder** (clears CylinderSize/Insulated/Thickness/Thermostat) |
+| `TabPanelWWHRS_DropDownListWWHRSPresent` | **No** | none lodged (`instantaneous_wwhrs` = bath/shower ROOM count, ADR-0028, not a device) |
+| `TabPanelWWHRS_TextBoxRoomsWithBath` | leave default | baths not separately lodged; `design_water_use` 1 |
+
+## New Technologies  ✅ already correct (all none)
+| Elmhurst field (`id`) | Enter | Notes |
+|---|---|---|
+| `…PvPanelData` | None | no PV |
+| `…CheckBoxWindTurbinePresent` | unchecked | `wind_turbines_count` 0 |
+| `…TextBoxElectricityGenerated` (hydro) | 0 | none |
+
+---
+
+## Fields to clear in Elmhurst (do NOT map)
+These default/stale values read as **present** and skew SAP. Blank them.
+| Elmhurst page · field (`id`) | Set to | Why absent |
+|---|---|---|
+| Property Description · `DropDownListDateBuiltFirst`…`Forth` | (blank) | no extensions lodged |
+| Property Description · `DropDownListRoomInRoofMain`…`Forth` | (blank) | no room-in-roof building part |
+| Dimensions · `…TextBoxFloorAreaRoomInRoof` | (blank) | leave empty, **not 0** (0 flags ✖) |
+| Dimensions · 1st–4th Ext. sub-tabs (`TabPanel1stExt_…` etc.) | 0 / blank | single building part — phantom extension otherwise |
+| Walls · `…DropDownListAlternativeWall1Type` + `TextBoxAddWallArea` | (blank / 0) | leftover `SO Solid Brick` placeholder; cert wall is one timber-frame element |
+| Walls · `…CheckBoxAditionalWallSheltered` | unchecked | unless an assessor sets a sheltered wall |
+| Openings · surplus window grid rows (`GridViewExtendedWidows_DeleteButton_*`) | delete | window count from glazed-area band, not real rows |
+| Space Heating · `DropDownListSecondaryHeatingPresent` + `TextBoxSecondaryHeatingCode` | **No** / (blank) | `secondary_heating_category` 1 = None (placeholder `RWM`) |
+| Space Heating · `TabPanelMainHeating2_*` | (blank) | single main system |
+| Water Heating · `CheckBoxHotWaterCylinder` + cylinder fields | unchecked / (blank) | combi instantaneous, no cylinder |
+| Water Heating · Solar (`…CheckBoxSolaWaterHeating`), WWHRS, FGHRS | none | not lodged |
+| Conservatory / PV / Wind / Hydro | none | not lodged |
+
+## Engine reference figures (reconcile against Elmhurst's worksheet)
+| Quantity | Engine value |
+|---|---|
+| **SAP score** | **77** (continuous 76.85) |
+| Total fuel cost | £445.80/yr |
+| Space-heating demand | 3,917.4 kWh/yr |
+| Main heating fuel | 4,401.5 kWh/yr |
+| Hot water | 2,271.0 kWh/yr |
+| Pumps & fans | 483.3 kWh/yr |
+| Lighting | 222.4 kWh/yr |
+| CO₂ | 1,501.8 kg/yr |
+| Heat transfer coefficient | 112.11 W/K |
+
+**Heat-loss element breakdown (W/K):** walls 12.60 · floor 8.82 · roof 0 · party wall 0 ·
+windows 20.68 · doors 2.59 · thermal bridging 12.75 · infiltration 54.68 → total HTC 112.11.
+
+> **🔸 Assessor-only fields** (EPC can't supply — a human must set them):
+> stories-in-block & corridor type (Flats), per-window geometry rows (Openings),
+> boiler PCDB reference 17929 & control code 2110 via their search dialogs
+> (Space Heating), MV unit selection (Ventilation), water-heating code dialog.
diff --git a/backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10092973954/elmhurst_summary.pdf b/backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10092973954/elmhurst_summary.pdf
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diff --git a/backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10092973954/elmhurst_worksheet.pdf b/backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10092973954/elmhurst_worksheet.pdf
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diff --git a/backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10093116528/epc.json b/backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10093116528/epc.json
new file mode 100644
index 00000000..e6cf72d9
--- /dev/null
+++ b/backend/epc_api/json_samples/real_life_examples/SAP-Schema-17.1/uprn_10093116528/epc.json
@@ -0,0 +1,438 @@
+{
+  "uprn": 10093116528,
+  "roofs": [
+    {
+      "description": "Average thermal transmittance 0.11 W/m\u00b2K",
+      "energy_efficiency_rating": 5,
+      "environmental_efficiency_rating": 5
+    }
+  ],
+  "walls": [
+    {
+      "description": "Average thermal transmittance 0.19 W/m\u00b2K",
+      "energy_efficiency_rating": 5,
+      "environmental_efficiency_rating": 5
+    }
+  ],
+  "floors": [
+    {
+      "description": "Average thermal transmittance 0.11 W/m\u00b2K",
+      "energy_efficiency_rating": 5,
+      "environmental_efficiency_rating": 5
+    }
+  ],
+  "status": "entered",
+  "tenure": "ND",
+  "windows": {
+    "description": "High performance glazing",
+    "energy_efficiency_rating": 5,
+    "environmental_efficiency_rating": 5
+  },
+  "lighting": {
+    "description": "Low energy lighting in all fixed outlets",
+    "energy_efficiency_rating": 5,
+    "environmental_efficiency_rating": 5
+  },
+  "postcode": "PO10 8BG",
+  "data_type": 2,
+  "hot_water": {
+    "description": "From main system, flue gas heat recovery",
+    "energy_efficiency_rating": 5,
+    "environmental_efficiency_rating": 5
+  },
+  "post_town": "EMSWORTH",
+  "built_form": 2,
+  "created_at": "2018-06-04 10:56:39",
+  "living_area": 28.81,
+  "orientation": 0,
+  "region_code": 16,
+  "report_type": 3,
+  "sap_heating": {
+    "thermal_store": 1,
+    "water_fuel_type": 1,
+    "water_heating_code": 901,
+    "main_heating_details": [
+      {
+        "has_fghrs": "true",
+        "main_fuel_type": 1,
+        "heat_emitter_type": 1,
+        "fghrs_index_number": 60031,
+        "emitter_temperature": 1,
+        "is_flue_fan_present": "true",
+        "main_heating_number": 1,
+        "main_heating_control": 2110,
+        "is_interlocked_system": "true",
+        "main_heating_category": 2,
+        "main_heating_fraction": 1,
+        "main_heating_flue_type": 2,
+        "central_heating_pump_age": 2,
+        "main_heating_data_source": 1,
+        "main_heating_index_number": 17644,
+        "has_separate_delayed_start": "true",
+        "load_or_weather_compensation": 0,
+        "is_central_heating_pump_in_heated_space": "true"
+      }
+    ],
+    "has_hot_water_cylinder": "false",
+    "has_fixed_air_conditioning": "false",
+    "secondary_heating_category": 1
+  },
+  "sap_version": 9.92,
+  "schema_type": "SAP-Schema-17.1",
+  "uprn_source": "Energy Assessor",
+  "country_code": "ENG",
+  "main_heating": [
+    {
+      "description": "Boiler and radiators, mains gas",
+      "energy_efficiency_rating": 4,
+      "environmental_efficiency_rating": 4
+    }
+  ],
+  "air_tightness": {
+    "description": "Air permeability 4.5 m\u00b3/h.m\u00b2 (as tested)",
+    "energy_efficiency_rating": 4,
+    "environmental_efficiency_rating": 4
+  },
+  "dwelling_type": "Semi-detached house",
+  "language_code": 1,
+  "property_type": 0,
+  "address_line_1": "4, Woodfield Park Road",
+  "assessment_date": "2018-06-01",
+  "assessment_type": "SAP",
+  "completion_date": "2018-06-04",
+  "inspection_date": "2018-06-01",
+  "sap_ventilation": {
+    "psv_count": 0,
+    "pressure_test": 1,
+    "air_permeability": 4.5,
+    "open_flues_count": 0,
+    "ventilation_type": 1,
+    "extract_fans_count": 3,
+    "open_fireplaces_count": 0,
+    "sheltered_sides_count": 1,
+    "flueless_gas_fires_count": 0
+  },
+  "design_water_use": 1,
+  "sap_data_version": 9.92,
+  "total_floor_area": 90,
+  "transaction_type": 6,
+  "conservatory_type": 1,
+  "registration_date": "2018-06-04",
+  "sap_energy_source": {
+    "electricity_tariff": 1,
+    "wind_turbines_count": 0,
+    "wind_turbine_terrain_type": 2,
+    "fixed_lighting_outlets_count": 10,
+    "low_energy_fixed_lighting_outlets_count": 10,
+    "low_energy_fixed_lighting_outlets_percentage": 100
+  },
+  "sap_opening_types": [
+    {
+      "name": 1,
+      "type": 4,
+      "u_value": 1.4,
+      "data_source": 2,
+      "frame_factor": 0.7,
+      "glazing_type": 4,
+      "solar_transmittance": 0.72
+    },
+    {
+      "name": 5,
+      "type": 1,
+      "u_value": 1.6,
+      "data_source": 2,
+      "glazing_type": 1
+    }
+  ],
+  "secondary_heating": {
+    "description": "None",
+    "energy_efficiency_rating": 0,
+    "environmental_efficiency_rating": 0
+  },
+  "sap_building_parts": [
+    {
+      "sap_roofs": [
+        {
+          "name": "Roof 1",
+          "u_value": 0.113,
+          "roof_type": 2,
+          "description": "Roof 1",
+          "total_roof_area": 44.93
+        }
+      ],
+      "sap_walls": [
+        {
+          "name": "Wall 1",
+          "u_value": 0.187,
+          "wall_type": 2,
+          "description": "External",
+          "total_wall_area": 67.29,
+          "is_curtain_walling": "false"
+        },
+        {
+          "name": "Wall 2",
+          "u_value": 0,
+          "wall_type": 4,
+          "description": "To other house",
+          "total_wall_area": 79.1
+        }
+      ],
+      "identifier": "Main Dwelling",
+      "overshading": 2,
+      "sap_openings": [
+        {
+          "name": 1,
+          "type": 1,
+          "width": 0.9,
+          "height": 2.5,
+          "location": "Wall 1",
+          "orientation": 3
+        },
+        {
+          "name": 2,
+          "type": 1,
+          "width": 2.85,
+          "height": 2.5,
+          "location": "Wall 1",
+          "orientation": 3
+        },
+        {
+          "name": 3,
+          "type": 1,
+          "width": 0.8,
+          "height": 2.5,
+          "location": "Wall 1",
+          "orientation": 3
+        },
+        {
+          "name": 4,
+          "type": 1,
+          "width": 1.4,
+          "height": 2.5,
+          "location": "Wall 1",
+          "orientation": 3
+        },
+        {
+          "name": 5,
+          "type": 5,
+          "width": 1,
+          "height": 2.3,
+          "location": "Wall 1",
+          "orientation": 0
+        },
+        {
+          "name": 6,
+          "type": 1,
+          "width": 1,
+          "height": 2.45,
+          "location": "Wall 1",
+          "orientation": 7
+        },
+        {
+          "name": 7,
+          "type": 1,
+          "width": 1.45,
+          "height": 2.2,
+          "location": "Wall 1",
+          "orientation": 7
+        },
+        {
+          "name": 8,
+          "type": 1,
+          "width": 1.35,
+          "height": 2.45,
+          "location": "Wall 1",
+          "orientation": 7
+        }
+      ],
+      "construction_year": 2017,
+      "sap_thermal_bridges": {
+        "thermal_bridges": [
+          {
+            "length": 10.75,
+            "psi_value": 0.3,
+            "psi_value_source": 2,
+            "thermal_bridge_type": "E2"
+          },
+          {
+            "length": 9.75,
+            "psi_value": 0.04,
+            "psi_value_source": 2,
+            "thermal_bridge_type": "E3"
+          },
+          {
+            "length": 38.8,
+            "psi_value": 0.05,
+            "psi_value_source": 2,
+            "thermal_bridge_type": "E4"
+          },
+          {
+            "length": 12.94,
+            "psi_value": 0.16,
+            "psi_value_source": 2,
+            "thermal_bridge_type": "E5"
+          },
+          {
+            "length": 12.94,
+            "psi_value": 0.14,
+            "psi_value_source": 4,
+            "thermal_bridge_type": "E7"
+          },
+          {
+            "length": 10,
+            "psi_value": 0.06,
+            "psi_value_source": 2,
+            "thermal_bridge_type": "E10"
+          },
+          {
+            "length": 2.1,
+            "psi_value": 0.24,
+            "psi_value_source": 2,
+            "thermal_bridge_type": "E12"
+          },
+          {
+            "length": 5.2,
+            "psi_value": 0.09,
+            "psi_value_source": 2,
+            "thermal_bridge_type": "E16"
+          },
+          {
+            "length": 5.2,
+            "psi_value": 0.06,
+            "psi_value_source": 2,
+            "thermal_bridge_type": "E18"
+          },
+          {
+            "length": 15.21,
+            "psi_value": 0.16,
+            "psi_value_source": 4,
+            "thermal_bridge_type": "P1"
+          },
+          {
+            "length": 15.21,
+            "psi_value": 0,
+            "psi_value_source": 4,
+            "thermal_bridge_type": "P3"
+          },
+          {
+            "length": 15.24,
+            "psi_value": 0.24,
+            "psi_value_source": 4,
+            "thermal_bridge_type": "P4"
+          }
+        ],
+        "thermal_bridge_code": 5
+      },
+      "building_part_number": 1,
+      "sap_floor_dimensions": [
+        {
+          "storey": 0,
+          "u_value": 0.11,
+          "floor_type": 2,
+          "description": "Ground floor",
+          "storey_height": 2.6,
+          "heat_loss_area": 44.93,
+          "total_floor_area": 44.93
+        },
+        {
+          "storey": 1,
+          "u_value": 0,
+          "floor_type": 3,
+          "storey_height": 2.6,
+          "heat_loss_area": 0,
+          "total_floor_area": 44.93
+        }
+      ],
+      "thermal_mass_parameter": 250
+    }
+  ],
+  "heating_cost_current": {
+    "value": 202,
+    "currency": "GBP"
+  },
+  "co2_emissions_current": 1.2,
+  "energy_rating_average": 60,
+  "energy_rating_current": 84,
+  "lighting_cost_current": {
+    "value": 61,
+    "currency": "GBP"
+  },
+  "main_heating_controls": [
+    {
+      "description": "Time and temperature zone control",
+      "energy_efficiency_rating": 5,
+      "environmental_efficiency_rating": 5
+    }
+  ],
+  "has_hot_water_cylinder": "false",
+  "heating_cost_potential": {
+    "value": 202,
+    "currency": "GBP"
+  },
+  "hot_water_cost_current": {
+    "value": 72,
+    "currency": "GBP"
+  },
+  "suggested_improvements": [
+    {
+      "sequence": 1,
+      "typical_saving": {
+        "value": 29,
+        "currency": "GBP"
+      },
+      "indicative_cost": "\u00a34,000 - \u00a36,000",
+      "improvement_type": "N",
+      "improvement_details": {
+        "improvement_number": 19
+      },
+      "improvement_category": 5,
+      "energy_performance_rating": 85,
+      "environmental_impact_rating": 88
+    },
+    {
+      "sequence": 2,
+      "typical_saving": {
+        "value": 327,
+        "currency": "GBP"
+      },
+      "indicative_cost": "\u00a35,000 - \u00a38,000",
+      "improvement_type": "U",
+      "improvement_details": {
+        "improvement_number": 34
+      },
+      "improvement_category": 5,
+      "energy_performance_rating": 95,
+      "environmental_impact_rating": 97
+    }
+  ],
+  "co2_emissions_potential": -0.1,
+  "energy_rating_potential": 95,
+  "lighting_cost_potential": {
+    "value": 61,
+    "currency": "GBP"
+  },
+  "schema_version_original": "LIG-17.0",
+  "hot_water_cost_potential": {
+    "value": 43,
+    "currency": "GBP"
+  },
+  "is_in_smoke_control_area": "unknown",
+  "renewable_heat_incentive": {
+    "rhi_new_dwelling": {
+      "space_heating": 2310,
+      "water_heating": 1818
+    }
+  },
+  "seller_commission_report": "Y",
+  "energy_consumption_current": 75,
+  "has_fixed_air_conditioning": "false",
+  "multiple_glazed_percentage": 100,
+  "calculation_software_version": 6.2,
+  "energy_consumption_potential": -6,
+  "environmental_impact_current": 87,
+  "current_energy_efficiency_band": "B",
+  "environmental_impact_potential": 97,
+  "has_heated_separate_conservatory": "false",
+  "potential_energy_efficiency_band": "A",
+  "co2_emissions_current_per_floor_area": 13
+}
\ No newline at end of file