PROCITY

Author SHA1 Message Date

Author	SHA1	Message	Date
m3ultra	9b1df5cca0	Lane E R25 (v5.0-alpha): the licence line made unmissable + the sku form asserted THE BUG WAS A DIVERGENCE, NOT A SPELLING (ledger #2). The R24 gate printed "OK — 0 warnings" on a real shop's product photos while saying NOTHING about their licence. Two paths read one field with different spellings: the CHECK: lic = prov.get("licence") or prov.get("license") <- permissive: passed either the PRINT: lic = prov.get("licence") <- strict, behind `if lic:` While G's artifact was British they agreed. G's R24 keyed re-emit moved it to US `license`: the check still passed, the print silently resolved to {}, and FLAG BEFORE ANY PUBLIC/COMMERCIAL RELEASE stopped reaching a human. The `or` fallback WAS the bug — it made one path permissive so it could not feel the other break. That is my own R21 stale-roads lesson one layer up (a check applied to one of two symmetric paths is a trap with a fuse on it) — I wrote that lesson down and shipped it again anyway. Fixed structurally, not by adding the missing spelling: ONE spelling, NO fallback (British `licence` now ERRORS and names C's §7.3 retirement); ONE lookup, ONE owner (validate_index returns the evidence string, main prints what it is handed and never re-looks-up the field — no second path left to drift); and the evidence line is COUNTED — judged N atlases means N licence lines shown, or FAIL. MY OWN FIRST CUT HAD THE SAME DISEASE AND MY OWN TEST PASSED FOR THE WRONG REASON. I added the tally tripwire — but main() also appended its own missing-licence error, so all_errs was never empty when the tally would fire: the tally was UNREACHABLE DEAD CODE, and the test went green through the other path and reported PASS. Exactly the trap I recorded in R24 ("a gate that fails for the wrong reason is a gate that will pass for the wrong reason later") — one round later, on me, in the file where I wrote it. Now the field check owns the precise error and the tally sits after the all_errs return, existing only for the day that check goes permissive again. Verified by stubbing validate_index permissive: it fails VIA THE TALLY, not incidentally. Proved 8/8: G's sku re-emit -> PASS with the flag shown · `license` gone/empty -> FAIL · British at top level -> FAIL · British nested -> FAIL · attribution/snapshot gone -> FAIL · THE R24 SILENT SHAPE -> FAIL · permissive-check simulation -> FAIL via the tally. Aligned to C §7.3 as the provenance authority: the four gate fields (license, attribution, generator, snapshot) live at TOP LEVEL, US spelling — the convention 21 shipped town caches already use. This reverses R24's #2/#3, which read the artifact of the day. Docstring and code now say the same thing; R24's fourth bug was that they didn't. C §7.2a — THE SKU FORM (ledger #3), and I verified C's claim before building to it: independently measured 120/120 godverse ids also present in the generic pack (F and C exactly right), and G's snapshot carries 120/120 unique skus so the re-emit was feasible. Proved the compliant shape passes BEFORE handing G the gate (4/4: sku_<POS sku> -> PASS · positional -> FAIL · sku-but-duplicated -> FAIL · one id sneaking back into rec_ -> FAIL at 1/120, so it catches a real collision, not only an all-or-nothing one). -> C: two things beyond your literal ask, say if you disagree. (1) I also assert the actual property your rule exists to guarantee — the pack's ids are DISJOINT from the shipped generic packs, measured against web/assets/models/stock_*_index.json; the prefix says ids should be disjoint, this measures whether they are, and it catches the reverse drift (a generic pack wandering into sku_) a prefix check never could. Absent generic packs WARN rather than passing silently. (2) I flag British `licence` anywhere, including inside the nested provenance{} "colour" block — §7.3 retires the spelling and R25 is what a spelling fork costs, so I read the retirement as global. Scope it back if you meant otherwise. The gate was RED by design for one wave: between my readiness and G's re-emit the collision was real and unfixed, so it failed deliberately — a gate that stayed green on a defect F had just found would be the vacuous species in a different hat. It went green when G landed `4314622`, with no change from me. Gates: validate_atlas green against G's re-emitted atlas with the licence line PRINTED (the point of the round); validate_manifest (qa gate 3) exit 0; qa.sh --strict 6 passed / 0 failed / QA GREEN. -> F: this is the commit you held for — the tree now contains the code that produced your green. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-07-17 09:16:49 +10:00
m3ultra	5815dfbd58	Lane E R24 (v5.0-alpha): the crate's real street, the honest gate, and Ballarat retired THE STREET (ledger #3). redhill_real: Red Hill, Brisbane — 36 shops (9 heroes + 27 texture, -29 subsampled), 884 roads, median NN 73 m. Musgrave Road is in roads[] (41 ways, primary + residential) — that was the point: Monster Robot Party's real shop now has its real street. One bounded Overpass fetch under the standing authorization; raw snapshots in _raw/, ODbL, C's mapping. This is G's donor for godverse_town.py -> redhill_godverse. TWO HAZARDS HANDED TO G/A, both measured against the real geometry (notes R24 §1): (a) The shop is NOT in OSM — no shop=music node, no name match anywhere in the bbox (checked the raw snapshot, not the emitted cache). It cannot arrive via the fetch; G must inject id 3962749 from the census or the town ships without the shop the release is about. (b) THE SEATING HAZARD: A's lift seats on the NEAREST edge, and from G's geocode three streets are nearer than the addressed one — Zig Zag Street 38.6 m (residential), Craig Street 46.1 m, Musgrave Road 51.6 m. The shop would seat on Zig Zag St and the headline would quietly become false. Measured fix (G's call): the point on the real Musgrave centreline nearest G's geocode is -27.455169, 153.006902 — 0 m to Musgrave, next candidate 43 m. Snaps the street, does NOT verify the house number; I have no address data for where #147 sits along the road. THE HONEST GATE (ledger #4). F's catch was right and there were FOUR bugs: the glob used the published-contract name the runtime can never load (0 matches -> returned 0: it passed identically whether atlases were absent, misnamed, or perfect); the code read provenance top-level while my own docstring said nested (G nested it correctly — the gate would have failed G's real artifact); licence/license; and a stale ceiling. Rebuilt on the "runtime is the authority" ruling: globs stock_godverse/<id>/stock_<type>_index.json, type in {record,book,toy}. Vacuous-gate law implemented literally — 0 matches + stray files FAIL (listing them); 0 matches + empty dir prints "atlas-QA SKIP: no atlases present (0 files matched glob ...)"; plus an id equality (shop.godverse_id == dir) so it proves it touched its subject. Proved on four cases: empty -> loud SKIP, misnamed (F's exact bug) -> FAIL, unparseable -> FAIL, G's real atlas -> PASS (120 items, 2 atlases, licence printed). My own test found a fifth hole — the glob still matched the old stock_shop_* name, so the misnamed case failed only incidentally; added a STOCK_TYPES name check so it fails for the RIGHT reason. A gate that fails for the wrong reason will pass for the wrong reason later. BALLARAT — RETIRED, counted, and a DIFFERENT illness from Toowoomba (notes R24 §3). Toowoomba was dead everywhere. Ballarat is alive exactly where the game isn't: 103 POIs, densest 400 m disc = 47 of them (Toowoomba's was 3) — but that disc is cafes/clothes/bakeries while the op-shops sit 854 m, 1042 m and 1709 m out. Heroes and density don't coincide, so no bbox holds both. Real builds at every span: 1.0 km -> 8 shops/184 m/hub 4-8 but ZERO op-shops (a thrift town with no thrift shop); 2.0 km -> 12/186 m/3-12; 3.0 km as shipped -> 20/255 m/4-20. Every row worse than any shipped town. THE BINDING CONSTRAINT WAS MINE, NOT OSM'S: with 2 heroes the 3x texture cap keeps 6 of 47 texture POIs and the subsample is spatially blind, so survivors scatter at any span — part of the 255 m A's warn caught was my own cap's fingerprint. Seeding texture near heroes fixes the class but moves every town's golden -> filed as a v5.x proposal, not done in a release round. I OVERSTATED MY R23 ADVICE TO A: the hub fraction is NOT a standalone discriminator — glebe (shipped, healthy) reads 13% and redhill 14%; a hub threshold would false-flag both. Median NN is the robust primary; hub is only comparable at equal shop counts (toowoomba 2/12 vs darwin 7/12 was fair because both had 12). The raw-vs-seated calibration point stands. METHODOLOGY, recorded because it nearly shipped: I picked Ballarat's span from an offline simulation that predicted 68 m / hub 5-8, and had already written those numbers into a config comment as fact. The real build returned 184 m / 4-8 — same counts, different sample. Never trust a re-implementation of the pipeline's own selection; run the pipeline. -> A (batched pins): ADD REAL_TOWN_GOLDENS['redhill_real']=0x6046700f and REAL_TOWN_GIG_GOLDENS['redhill_real']=0x673785ee (the headline town currently only WARNS as UNPINNED — ungated until you pin it). REMOVE ballarat_real 0xf0a9e8a1 / 0xf097c331 — dead config by your own R23 note. -> F: tools/qa/tour_shots.py still shoots town=toowoomba_real, which I deleted in R23 — the v4 tour breaks on a missing town. Your file, your call. A retirement isn't done when the cache is deleted; it's done when the consumers are swept. -> C: built to the runtime + G's real artifact per the ruling; LANE_C_PUB §7 line 271 still names the contradictory stock_shop_<id>_index.json. I reconcile when your corrected contract lands. Determinism receipt: the retirement forced a full 21-town rebuild from cached raw (no refetches) and every existing cache came back byte-identical — only ballarat, redhill and index.json moved. Pack: 21 real towns · 1196 shops · 299 heroes (22 rostered with G's newtown_godverse). Selfcheck ALL GREEN 149,696, synthetic golden 0x3fa36874 unchanged. qa.sh --strict --matrix: 7 passed / 0 failed, MATRIX GREEN 10x7. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-07-17 01:06:00 +10:00
m3ultra	84e0a1b764	Lane E R23 (v5.0-alpha): the atlas validator + toowoomba retired (ledger #4 ) 1. validate_atlas (the G2a format gate). pipeline/validate_atlas.py, wired into validate_manifest so it runs in qa gate 3. Judges Lane G's tier-1 atlases from the COMMITTED FILES ALONE -- no dealgod DB, no network. No atlases yet => clean pass, so it's in place before G's lands. Enforces: provenance {license, attribution, generator, snapshot} (charter law #3 + determinism); NO private-individual item fields (law #3); 1 atlas/shop hard cap 2 (C §7.1); <=1024², 2048² only for a 60+ item shop (C §7.2); declared atlas_px == the atlas's REAL pixels + every listed atlas exists; schema/UV/bands/dup-ids (C §7.3). The licence string is PRINTED, not pattern-matched -- clearing photos for public release is a human call, so the gate surfaces it. Dependency-free PNG/WebP header parser. Tested against a 10-case matrix (real 2048² WebP + 1024² PNG): good passes clean, all 9 violations caught. 2. toowoomba RETIRED (my call, counted). Tried the re-bbox FIRST: 3.0km CBD-wide -> 1.6km on the Ruthven St heart. It fixed the named metric (median NN 395.7 -> 89.4m raw, 'passes') but made the real thing WORSE: hub density 3/12 -> 2/12 within 160m, the pack's worst (D's alive-darwin is 7/12). Its shops are PAIRS strung along a road, not a high street; densest 300m cluster is 3 shops (< MIN_TOWN_SHOPS), so no tighter box exists. Shipping it would have gamed the number while leaving a town nobody shops in (D: 0 finds / 1417 checks). Config entry kept commented with the rationale. Pack: 21 real + 1 godverse = 22 rostered, 1180 shops, all 8 states/territories (QLD keeps westend). selfcheck ALL GREEN 152015. -> Lane A, before you freeze the spacing warn (#5): (a) your validator sees the CACHE (raw lat/lon) but D's numbers are SEATED (post-lift) -- darwin is 27m seated vs 68.3m RAW, so a threshold picked off D's table would FALSE-WARN darwin; calibrate on the raw spread (daylesford 11.6 ... braddon 119.2, ballarat 254.6 -- a ~200m line has daylight). (b) median NN alone is GAMEABLE: my re-bbox improved it 4.4x while the town got worse -- the hub fraction is the discriminator, and my raw hub metric reproduces D's darwin exactly (7/12), so it's directly encodable (alive ~38-75%, dead <=20%). (c) ballarat is a SECOND spread town D's two-town comparison missed (NN 254.6m, hub 4/20 = 20%) -- it will trip your warn, correctly. Not retired: the ledger named toowoomba only. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-07-16 23:14:00 +10:00

m3ultra

9b1df5cca0

Lane E R25 (v5.0-alpha): the licence line made unmissable + the sku form asserted

THE BUG WAS A DIVERGENCE, NOT A SPELLING (ledger #2). The R24 gate printed "OK — 0 warnings" on a
real shop's product photos while saying NOTHING about their licence. Two paths read one field with
different spellings:

    the CHECK:  lic = prov.get("licence") or prov.get("license")   <- permissive: passed either
    the PRINT:  lic = prov.get("licence")                          <- strict, behind `if lic:`

While G's artifact was British they agreed. G's R24 keyed re-emit moved it to US `license`: the check
still passed, the print silently resolved to {}, and FLAG BEFORE ANY PUBLIC/COMMERCIAL RELEASE stopped
reaching a human. The `or` fallback WAS the bug — it made one path permissive so it could not feel the
other break. That is my own R21 stale-roads lesson one layer up (a check applied to one of two
symmetric paths is a trap with a fuse on it) — I wrote that lesson down and shipped it again anyway.

Fixed structurally, not by adding the missing spelling: ONE spelling, NO fallback (British `licence`
now ERRORS and names C's §7.3 retirement); ONE lookup, ONE owner (validate_index returns the evidence
string, main prints what it is handed and never re-looks-up the field — no second path left to drift);
and the evidence line is COUNTED — judged N atlases means N licence lines shown, or FAIL.

MY OWN FIRST CUT HAD THE SAME DISEASE AND MY OWN TEST PASSED FOR THE WRONG REASON. I added the tally
tripwire — but main() also appended its own missing-licence error, so all_errs was never empty when the
tally would fire: the tally was UNREACHABLE DEAD CODE, and the test went green through the other path
and reported PASS. Exactly the trap I recorded in R24 ("a gate that fails for the wrong reason is a
gate that will pass for the wrong reason later") — one round later, on me, in the file where I wrote
it. Now the field check owns the precise error and the tally sits after the all_errs return, existing
only for the day that check goes permissive again. Verified by stubbing validate_index permissive: it
fails VIA THE TALLY, not incidentally.

Proved 8/8: G's sku re-emit -> PASS with the flag shown · `license` gone/empty -> FAIL · British at top
level -> FAIL · British nested -> FAIL · attribution/snapshot gone -> FAIL · THE R24 SILENT SHAPE ->
FAIL · permissive-check simulation -> FAIL via the tally.

Aligned to C §7.3 as the provenance authority: the four gate fields (license, attribution, generator,
snapshot) live at TOP LEVEL, US spelling — the convention 21 shipped town caches already use. This
reverses R24's #2/#3, which read the artifact of the day. Docstring and code now say the same thing;
R24's fourth bug was that they didn't.

C §7.2a — THE SKU FORM (ledger #3), and I verified C's claim before building to it: independently
measured 120/120 godverse ids also present in the generic pack (F and C exactly right), and G's
snapshot carries 120/120 unique skus so the re-emit was feasible. Proved the compliant shape passes
BEFORE handing G the gate (4/4: sku_<POS sku> -> PASS · positional -> FAIL · sku-but-duplicated ->
FAIL · one id sneaking back into rec_ -> FAIL at 1/120, so it catches a real collision, not only an
all-or-nothing one).

-> C: two things beyond your literal ask, say if you disagree. (1) I also assert the actual property
your rule exists to guarantee — the pack's ids are DISJOINT from the shipped generic packs, measured
against web/assets/models/stock_*_index.json; the prefix says ids should be disjoint, this measures
whether they are, and it catches the reverse drift (a generic pack wandering into sku_) a prefix check
never could. Absent generic packs WARN rather than passing silently. (2) I flag British `licence`
anywhere, including inside the nested provenance{} "colour" block — §7.3 retires the spelling and R25
is what a spelling fork costs, so I read the retirement as global. Scope it back if you meant
otherwise.

The gate was RED by design for one wave: between my readiness and G's re-emit the collision was real
and unfixed, so it failed deliberately — a gate that stayed green on a defect F had just found would
be the vacuous species in a different hat. It went green when G landed 4314622, with no change from me.

Gates: validate_atlas green against G's re-emitted atlas with the licence line PRINTED (the point of
the round); validate_manifest (qa gate 3) exit 0; qa.sh --strict 6 passed / 0 failed / QA GREEN.
-> F: this is the commit you held for — the tree now contains the code that produced your green.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

2026-07-17 09:16:49 +10:00

m3ultra

5815dfbd58

Lane E R24 (v5.0-alpha): the crate's real street, the honest gate, and Ballarat retired

THE STREET (ledger #3). redhill_real: Red Hill, Brisbane — 36 shops (9 heroes + 27 texture,
-29 subsampled), 884 roads, median NN 73 m. **Musgrave Road is in roads[] (41 ways, primary +
residential)** — that was the point: Monster Robot Party's real shop now has its real street.
One bounded Overpass fetch under the standing authorization; raw snapshots in _raw/, ODbL, C's
mapping. This is G's donor for godverse_town.py -> redhill_godverse.

TWO HAZARDS HANDED TO G/A, both measured against the real geometry (notes R24 §1):
(a) The shop is NOT in OSM — no shop=music node, no name match anywhere in the bbox (checked the
raw snapshot, not the emitted cache). It cannot arrive via the fetch; G must inject id 3962749
from the census or the town ships without the shop the release is about.
(b) THE SEATING HAZARD: A's lift seats on the NEAREST edge, and from G's geocode three streets
are nearer than the addressed one — Zig Zag Street 38.6 m (residential), Craig Street 46.1 m,
Musgrave Road 51.6 m. The shop would seat on Zig Zag St and the headline would quietly become
false. Measured fix (G's call): the point on the real Musgrave centreline nearest G's geocode is
-27.455169, 153.006902 — 0 m to Musgrave, next candidate 43 m. Snaps the street, does NOT verify
the house number; I have no address data for where #147 sits along the road.

THE HONEST GATE (ledger #4). F's catch was right and there were FOUR bugs: the glob used the
published-contract name the runtime can never load (0 matches -> returned 0: it passed identically
whether atlases were absent, misnamed, or perfect); the code read provenance top-level while my own
docstring said nested (G nested it correctly — the gate would have failed G's real artifact);
licence/license; and a stale ceiling. Rebuilt on the "runtime is the authority" ruling: globs
stock_godverse/<id>/stock_<type>_index.json, type in {record,book,toy}. Vacuous-gate law implemented
literally — 0 matches + stray files FAIL (listing them); 0 matches + empty dir prints
"atlas-QA SKIP: no atlases present (0 files matched glob ...)"; plus an id equality
(shop.godverse_id == dir) so it proves it touched its subject. Proved on four cases: empty -> loud
SKIP, misnamed (F's exact bug) -> FAIL, unparseable -> FAIL, G's real atlas -> PASS (120 items,
2 atlases, licence printed). My own test found a fifth hole — the glob still matched the old
stock_shop_* name, so the misnamed case failed only incidentally; added a STOCK_TYPES name check
so it fails for the RIGHT reason. A gate that fails for the wrong reason will pass for the wrong
reason later.

BALLARAT — RETIRED, counted, and a DIFFERENT illness from Toowoomba (notes R24 §3). Toowoomba was
dead everywhere. Ballarat is alive exactly where the game isn't: 103 POIs, densest 400 m disc = 47
of them (Toowoomba's was 3) — but that disc is cafes/clothes/bakeries while the op-shops sit 854 m,
1042 m and 1709 m out. Heroes and density don't coincide, so no bbox holds both. Real builds at
every span: 1.0 km -> 8 shops/184 m/hub 4-8 but ZERO op-shops (a thrift town with no thrift shop);
2.0 km -> 12/186 m/3-12; 3.0 km as shipped -> 20/255 m/4-20. Every row worse than any shipped town.
THE BINDING CONSTRAINT WAS MINE, NOT OSM'S: with 2 heroes the 3x texture cap keeps 6 of 47 texture
POIs and the subsample is spatially blind, so survivors scatter at any span — part of the 255 m A's
warn caught was my own cap's fingerprint. Seeding texture near heroes fixes the class but moves
every town's golden -> filed as a v5.x proposal, not done in a release round.

I OVERSTATED MY R23 ADVICE TO A: the hub fraction is NOT a standalone discriminator — glebe (shipped,
healthy) reads 13% and redhill 14%; a hub threshold would false-flag both. Median NN is the robust
primary; hub is only comparable at equal shop counts (toowoomba 2/12 vs darwin 7/12 was fair because
both had 12). The raw-vs-seated calibration point stands.

METHODOLOGY, recorded because it nearly shipped: I picked Ballarat's span from an offline simulation
that predicted 68 m / hub 5-8, and had already written those numbers into a config comment as fact.
The real build returned 184 m / 4-8 — same counts, different sample. Never trust a re-implementation
of the pipeline's own selection; run the pipeline.

-> A (batched pins): ADD REAL_TOWN_GOLDENS['redhill_real']=0x6046700f and
REAL_TOWN_GIG_GOLDENS['redhill_real']=0x673785ee (the headline town currently only WARNS as
UNPINNED — ungated until you pin it). REMOVE ballarat_real 0xf0a9e8a1 / 0xf097c331 — dead config by
your own R23 note.
-> F: tools/qa/tour_shots.py still shoots town=toowoomba_real, which I deleted in R23 — the v4 tour
breaks on a missing town. Your file, your call. A retirement isn't done when the cache is deleted;
it's done when the consumers are swept.
-> C: built to the runtime + G's real artifact per the ruling; LANE_C_PUB §7 line 271 still names the
contradictory stock_shop_<id>_index.json. I reconcile when your corrected contract lands.

Determinism receipt: the retirement forced a full 21-town rebuild from cached raw (no refetches) and
every existing cache came back byte-identical — only ballarat, redhill and index.json moved. Pack:
21 real towns · 1196 shops · 299 heroes (22 rostered with G's newtown_godverse). Selfcheck ALL GREEN
149,696, synthetic golden 0x3fa36874 unchanged. qa.sh --strict --matrix: 7 passed / 0 failed, MATRIX
GREEN 10x7.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

2026-07-17 01:06:00 +10:00

m3ultra

84e0a1b764

Lane E R23 (v5.0-alpha): the atlas validator + toowoomba retired (ledger #4 )

1. validate_atlas (the G2a format gate). pipeline/validate_atlas.py, wired into validate_manifest so it
   runs in qa gate 3. Judges Lane G's tier-1 atlases from the COMMITTED FILES ALONE -- no dealgod DB, no
   network. No atlases yet => clean pass, so it's in place before G's lands. Enforces: provenance
   {license, attribution, generator, snapshot} (charter law #3 + determinism); NO private-individual item
   fields (law #3); 1 atlas/shop hard cap 2 (C §7.1); <=1024², 2048² only for a 60+ item shop (C §7.2);
   declared atlas_px == the atlas's REAL pixels + every listed atlas exists; schema/UV/bands/dup-ids
   (C §7.3). The licence string is PRINTED, not pattern-matched -- clearing photos for public release is
   a human call, so the gate surfaces it. Dependency-free PNG/WebP header parser. Tested against a
   10-case matrix (real 2048² WebP + 1024² PNG): good passes clean, all 9 violations caught.

2. toowoomba RETIRED (my call, counted). Tried the re-bbox FIRST: 3.0km CBD-wide -> 1.6km on the Ruthven
   St heart. It fixed the named metric (median NN 395.7 -> 89.4m raw, 'passes') but made the real thing
   WORSE: hub density 3/12 -> 2/12 within 160m, the pack's worst (D's alive-darwin is 7/12). Its shops
   are PAIRS strung along a road, not a high street; densest 300m cluster is 3 shops (< MIN_TOWN_SHOPS),
   so no tighter box exists. Shipping it would have gamed the number while leaving a town nobody shops in
   (D: 0 finds / 1417 checks). Config entry kept commented with the rationale. Pack: 21 real + 1 godverse
   = 22 rostered, 1180 shops, all 8 states/territories (QLD keeps westend). selfcheck ALL GREEN 152015.

-> Lane A, before you freeze the spacing warn (#5): (a) your validator sees the CACHE (raw lat/lon) but
   D's numbers are SEATED (post-lift) -- darwin is 27m seated vs 68.3m RAW, so a threshold picked off D's
   table would FALSE-WARN darwin; calibrate on the raw spread (daylesford 11.6 ... braddon 119.2,
   ballarat 254.6 -- a ~200m line has daylight). (b) median NN alone is GAMEABLE: my re-bbox improved it
   4.4x while the town got worse -- the hub fraction is the discriminator, and my raw hub metric
   reproduces D's darwin exactly (7/12), so it's directly encodable (alive ~38-75%, dead <=20%).
   (c) ballarat is a SECOND spread town D's two-town comparison missed (NN 254.6m, hub 4/20 = 20%) -- it
   will trip your warn, correctly. Not retired: the ledger named toowoomba only.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

2026-07-16 23:14:00 +10:00

3 Commits