Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008917

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007575

distance 0.164

#2 · Chandrapurcell 4730009221

distance 0.194

#3 · Bhandaracell 4710001774

distance 0.194 · cross-district

#4 · Bhandaracell 4710001468

distance 0.197 · cross-district

#5 · Gadchirolicell 4750009682

distance 0.218 · cross-district

#6 · Chandrapurcell 4730007437

distance 0.221

#7 · Yavatmalcell 5000005789

distance 0.221 · cross-district

#8 · Gadchirolicell 4750009684

distance 0.225 · cross-district

#9 · Gadchirolicell 4750009735

distance 0.227 · cross-district

#10 · Chandrapurcell 4730007350

distance 0.229

#11 · Chandrapurcell 4730007439

distance 0.23

#12 · Chandrapurcell 4730004565

distance 0.23

#13 · Chandrapurcell 4730007555

distance 0.234

#14 · Gadchirolicell 4750011918

distance 0.237 · cross-district

#15 · Bhandaracell 4710001517

distance 0.237 · cross-district

#16 · Nagpurcell 4840000369

distance 0.238 · cross-district

#17 · Bhandaracell 4710000260

distance 0.239 · cross-district

#18 · Nagpurcell 4840000770

distance 0.242 · 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":4730008917}}}'

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.