Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004462

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004558

distance 0.105

#2 · Gadchirolicell 4750005836

distance 0.158 · cross-district

#3 · Gadchirolicell 4750005837

distance 0.161 · cross-district

#4 · Chandrapurcell 4730004559

distance 0.166

#5 · Gadchirolicell 4750005477

distance 0.167 · cross-district

#6 · Gadchirolicell 4750005655

distance 0.167 · cross-district

#7 · Gadchirolicell 4750005566

distance 0.169 · cross-district

#8 · Yavatmalcell 5000005460

distance 0.173 · cross-district

#9 · Chandrapurcell 4730005655

distance 0.174

#10 · Gadchirolicell 4750005749

distance 0.175 · cross-district

#11 · Gadchirolicell 4750005748

distance 0.176 · cross-district

#12 · Gadchirolicell 4750005478

distance 0.176 · cross-district

#13 · Gadchirolicell 4750005747

distance 0.177 · cross-district

#14 · Yavatmalcell 5000003541

distance 0.178 · cross-district

#15 · Yavatmalcell 5000003722

distance 0.178 · cross-district

#16 · Yavatmalcell 5000003721

distance 0.181 · cross-district

#17 · Chandrapurcell 4730000604

distance 0.182

#18 · Chandrapurcell 4730000940

distance 0.183

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":4730004462}}}'

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.