Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003322

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002649

distance 0.314

#2 · Nashikcell 4870000836

distance 0.336 · cross-district

#3 · Punecell 4900004026

distance 0.35

#4 · Punecell 4900003713

distance 0.358

#5 · Punecell 4900004011

distance 0.382

#6 · Punecell 4900003566

distance 0.395

#7 · Beedcell 4700005586

distance 0.397 · cross-district

#8 · Punecell 4900000668

distance 0.402

#9 · Punecell 4900000831

distance 0.41

#10 · Punecell 4900005265

distance 0.41

#11 · Sataracell 4940007181

distance 0.411 · cross-district

#12 · Punecell 4900005753

distance 0.416

#13 · Punecell 4900012630

distance 0.423

#14 · Nandedcell 4850003993

distance 0.423 · cross-district

#15 · Punecell 4900005094

distance 0.426

#16 · Amravaticell 4680003387

distance 0.426 · cross-district

#17 · Ahmednagarcell 4660004826

distance 0.43 · cross-district

#18 · Punecell 4900003859

distance 0.43

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":4900003322}}}'

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.