Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007173

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006804

distance 0.233

#2 · Punecell 4900007527

distance 0.293

#3 · Punecell 4900006687

distance 0.333

#4 · Punecell 4900004640

distance 0.36

#5 · Punecell 4900004502

distance 0.403

#6 · Punecell 4900005695

distance 0.418

#7 · Punecell 4900008456

distance 0.419

#8 · Punecell 4900007295

distance 0.421

#9 · Punecell 4900002987

distance 0.425

#10 · Punecell 4900002844

distance 0.428

#11 · Punecell 4900007646

distance 0.433

#12 · Raigadcell 4910005158

distance 0.437 · cross-district

#13 · Punecell 4900008223

distance 0.446

#14 · Punecell 4900003124

distance 0.45

#15 · Punecell 4900008792

distance 0.454

#16 · Punecell 4900005566

distance 0.454

#17 · Raigadcell 4910001003

distance 0.455 · cross-district

#18 · Raigadcell 4910001333

distance 0.459 · 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":4900007173}}}'

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.