Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002230

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002496

distance 0.109

#2 · Chandrapurcell 4730002444

distance 0.113

#3 · Chandrapurcell 4730002229

distance 0.115

#4 · Chandrapurcell 4730004132

distance 0.129

#5 · Chandrapurcell 4730002362

distance 0.129

#6 · Chandrapurcell 4730002184

distance 0.135

#7 · Chandrapurcell 4730003233

distance 0.139

#8 · Yavatmalcell 5000002350

distance 0.145 · cross-district

#9 · Yavatmalcell 5000003213

distance 0.147 · cross-district

#10 · Yavatmalcell 5000002603

distance 0.147 · cross-district

#11 · Chandrapurcell 4730001742

distance 0.148

#12 · Yavatmalcell 5000003395

distance 0.149 · cross-district

#13 · Yavatmalcell 5000001545

distance 0.152 · cross-district

#14 · Yavatmalcell 5000001611

distance 0.153 · cross-district

#15 · Yavatmalcell 5000001542

distance 0.153 · cross-district

#16 · Nagpurcell 4840001374

distance 0.153 · cross-district

#17 · Yavatmalcell 5000002748

distance 0.155 · cross-district

#18 · Yavatmalcell 5000003569

distance 0.155 · 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":4730002230}}}'

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.