Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012760

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012633

distance 0.274

#2 · Nashikcell 4870002165

distance 0.324 · cross-district

#3 · Nashikcell 4870002263

distance 0.332 · cross-district

#4 · Punecell 4900013136

distance 0.352

#5 · Punecell 4900000224

distance 0.361

#6 · Punecell 4900012754

distance 0.365

#7 · Punecell 4900010866

distance 0.384

#8 · Nashikcell 4870001733

distance 0.389 · cross-district

#9 · Sataracell 4940007221

distance 0.393 · cross-district

#10 · Nashikcell 4870002183

distance 0.395 · cross-district

#11 · Nashikcell 4870001564

distance 0.4 · cross-district

#12 · Punecell 4900012482

distance 0.401

#13 · Nashikcell 4870002720

distance 0.406 · cross-district

#14 · Punecell 4900001172

distance 0.414

#15 · Punecell 4900005751

distance 0.415

#16 · Nashikcell 4870000920

distance 0.415 · cross-district

#17 · Nashikcell 4870002341

distance 0.416 · cross-district

#18 · Solapurcell 4960007301

distance 0.417 · 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":4900012760}}}'

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.