Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003628

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004329

distance 0.12

#2 · Punecell 4900003765

distance 0.164

#3 · Punecell 4900002946

distance 0.201

#4 · Solapurcell 4960011810

distance 0.205 · cross-district

#5 · Solapurcell 4960011637

distance 0.209 · cross-district

#6 · Solapurcell 4960011725

distance 0.212 · cross-district

#7 · Solapurcell 4960011545

distance 0.229 · cross-district

#8 · Akolacell 4670000461

distance 0.231 · cross-district

#9 · Punecell 4900003495

distance 0.251

#10 · Punecell 4900004328

distance 0.251

#11 · Solapurcell 4960011295

distance 0.257 · cross-district

#12 · Dharashivcell 4880006016

distance 0.257 · cross-district

#13 · Punecell 4900004168

distance 0.258

#14 · Chhatrapati Sambhajinagarcell 4690001970

distance 0.261 · cross-district

#15 · Punecell 4900002943

distance 0.263

#16 · Solapurcell 4960011385

distance 0.269 · cross-district

#17 · Solapurcell 4960010431

distance 0.271 · cross-district

#18 · Dharashivcell 4880006017

distance 0.273 · 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":4900003628}}}'

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.