Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006960

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006088

distance 0.148

#2 · Chandrapurcell 4730009372

distance 0.176

#3 · Nagpurcell 4840001536

distance 0.188 · cross-district

#4 · Chandrapurcell 4730008206

distance 0.189

#5 · Chandrapurcell 4730007461

distance 0.189

#6 · Bhandaracell 4710000397

distance 0.191 · cross-district

#7 · Gondiacell 4760000037

distance 0.192 · cross-district

#8 · Gadchirolicell 4750011047

distance 0.192 · cross-district

#9 · Chandrapurcell 4730007612

distance 0.193

#10 · Nagpurcell 4840002178

distance 0.193 · cross-district

#11 · Chandrapurcell 4730005392

distance 0.194

#12 · Yavatmalcell 5000006950

distance 0.2 · cross-district

#13 · Chandrapurcell 4730006493

distance 0.2

#14 · Chandrapurcell 4730007666

distance 0.2

#15 · Chandrapurcell 4730006945

distance 0.201

#16 · Chandrapurcell 4730006607

distance 0.203

#17 · Chandrapurcell 4730006172

distance 0.203

#18 · Gondiacell 4760000035

distance 0.205 · 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":4730006960}}}'

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.