Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005869

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006221

distance 0.258

#2 · Gadchirolicell 4750010776

distance 0.279 · cross-district

#3 · Gadchirolicell 4750010048

distance 0.294 · cross-district

#4 · Chandrapurcell 4730007353

distance 0.297

#5 · Yavatmalcell 5000006377

distance 0.334 · cross-district

#6 · Chandrapurcell 4730005868

distance 0.335

#7 · Gadchirolicell 4750011592

distance 0.337 · cross-district

#8 · Chandrapurcell 4730004485

distance 0.337

#9 · Chandrapurcell 4730006374

distance 0.34

#10 · Yavatmalcell 5000006180

distance 0.341 · cross-district

#11 · Chandrapurcell 4730007244

distance 0.345

#12 · Gadchirolicell 4750010321

distance 0.349 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003649

distance 0.352 · cross-district

#14 · Chandrapurcell 4730007104

distance 0.352

#15 · Gadchirolicell 4750010580

distance 0.352 · cross-district

#16 · Chandrapurcell 4730006338

distance 0.352

#17 · Chandrapurcell 4730005246

distance 0.356

#18 · Chandrapurcell 4730008920

distance 0.356

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":4730005869}}}'

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.