Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004132

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003395

distance 0.106 · cross-district

#2 · Chandrapurcell 4730003233

distance 0.108

#3 · Yavatmalcell 5000001758

distance 0.122 · cross-district

#4 · Chandrapurcell 4730001742

distance 0.124

#5 · Yavatmalcell 5000002603

distance 0.125 · cross-district

#6 · Yavatmalcell 5000004976

distance 0.127 · cross-district

#7 · Yavatmalcell 5000001611

distance 0.128 · cross-district

#8 · Chandrapurcell 4730002230

distance 0.129

#9 · Yavatmalcell 5000002748

distance 0.133 · cross-district

#10 · Yavatmalcell 5000003213

distance 0.135 · cross-district

#11 · Chandrapurcell 4730004138

distance 0.136

#12 · Yavatmalcell 5000001545

distance 0.138 · cross-district

#13 · Yavatmalcell 5000002886

distance 0.141 · cross-district

#14 · Chandrapurcell 4730002889

distance 0.142

#15 · Yavatmalcell 5000003569

distance 0.142 · cross-district

#16 · Yavatmalcell 5000003747

distance 0.145 · cross-district

#17 · Yavatmalcell 5000002350

distance 0.145 · cross-district

#18 · Yavatmalcell 5000001482

distance 0.151 · 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":473,"cluster_id":4730004132}}}'

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.