Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003057

The MH-36 locality cells most similar to this Chandrapur 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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003262

distance 0.102

#2 · Chandrapurcell 4730003267

distance 0.125

#3 · Chandrapurcell 4730003810

distance 0.127

#4 · Chandrapurcell 4730003477

distance 0.131

#5 · Chandrapurcell 4730003549

distance 0.132

#6 · Chandrapurcell 4730003472

distance 0.133

#7 · Chandrapurcell 4730004077

distance 0.139

#8 · Chandrapurcell 4730003334

distance 0.141

#9 · Chandrapurcell 4730003478

distance 0.145

#10 · Chandrapurcell 4730003546

distance 0.148

#11 · Chandrapurcell 4730003402

distance 0.158

#12 · Chandrapurcell 4730003128

distance 0.163

#13 · Chandrapurcell 4730003545

distance 0.164

#14 · Chandrapurcell 4730003266

distance 0.169

#15 · Chandrapurcell 4730003263

distance 0.173

#16 · Chandrapurcell 4730003056

distance 0.173

#17 · Chandrapurcell 4730003260

distance 0.181

#18 · Chandrapurcell 4730003066

distance 0.182

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":473,"cluster_id":4730003057}}}'

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.