Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007501

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007388

distance 0.119

#2 · Chandrapurcell 4730006481

distance 0.144

#3 · Chandrapurcell 4730007282

distance 0.15

#4 · Chandrapurcell 4730007394

distance 0.151

#5 · Chandrapurcell 4730007389

distance 0.151

#6 · Yavatmalcell 5000009804

distance 0.159 · cross-district

#7 · Yavatmalcell 5000006355

distance 0.166 · cross-district

#8 · Chandrapurcell 4730009096

distance 0.167

#9 · Chandrapurcell 4730009161

distance 0.172

#10 · Chandrapurcell 4730009228

distance 0.174

#11 · Yavatmalcell 5000006492

distance 0.178 · cross-district

#12 · Yavatmalcell 5000007554

distance 0.18 · cross-district

#13 · Yavatmalcell 5000004413

distance 0.182 · cross-district

#14 · Wardhacell 4980003381

distance 0.182 · cross-district

#15 · Chandrapurcell 4730008482

distance 0.183

#16 · Nagpurcell 4840000777

distance 0.183 · cross-district

#17 · Chandrapurcell 4730008948

distance 0.184

#18 · Chandrapurcell 4730009025

distance 0.185

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":4730007501}}}'

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.