Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013373

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.307

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013147

distance 0.307

#2 · Punecell 4900013232

distance 0.399

#3 · Punecell 4900013183

distance 0.438

#4 · Punecell 4900013018

distance 0.438

#5 · Punecell 4900012976

distance 0.445

#6 · Punecell 4900013299

distance 0.458

#7 · Punecell 4900000639

distance 0.462

#8 · Punecell 4900013374

distance 0.465

#9 · Punecell 4900013051

distance 0.467

#10 · Chhatrapati Sambhajinagarcell 4690004650

distance 0.486 · cross-district

#11 · Punecell 4900000865

distance 0.491

#12 · Punecell 4900013359

distance 0.493

#13 · Punecell 4900012607

distance 0.494

#14 · Punecell 4900013338

distance 0.496

#15 · Chhatrapati Sambhajinagarcell 4690002406

distance 0.497 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006764

distance 0.499 · cross-district

#17 · Punecell 4900003742

distance 0.504

#18 · Jalnacell 4790001505

distance 0.504 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900013373}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.