Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002541

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.038

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002348

distance 0.038

#2 · Chandrapurcell 4730002349

distance 0.071

#3 · Chandrapurcell 4730002352

distance 0.079

#4 · Chandrapurcell 4730001814

distance 0.096

#5 · Chandrapurcell 4730002608

distance 0.109

#6 · Chandrapurcell 4730002609

distance 0.112

#7 · Chandrapurcell 4730002215

distance 0.12

#8 · Chandrapurcell 4730002153

distance 0.122

#9 · Chandrapurcell 4730001992

distance 0.125

#10 · Chandrapurcell 4730001466

distance 0.127

#11 · Yavatmalcell 5000001612

distance 0.128 · cross-district

#12 · Chandrapurcell 4730001903

distance 0.129

#13 · Yavatmalcell 5000001481

distance 0.129 · cross-district

#14 · Chandrapurcell 4730003761

distance 0.13

#15 · Yavatmalcell 5000001867

distance 0.131 · cross-district

#16 · Yavatmalcell 5000002334

distance 0.133 · cross-district

#17 · Yavatmalcell 5000002099

distance 0.135 · cross-district

#18 · Yavatmalcell 5000001544

distance 0.138 · 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":4730002541}}}'

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.