Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006683

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006339

distance 0.163

#2 · Gadchirolicell 4750011836

distance 0.262 · cross-district

#3 · Gadchirolicell 4750010048

distance 0.269 · cross-district

#4 · Chandrapurcell 4730006892

distance 0.27

#5 · Yavatmalcell 5000006377

distance 0.273 · cross-district

#6 · Gondiacell 4760000176

distance 0.283 · cross-district

#7 · Chandrapurcell 4730006554

distance 0.293

#8 · Chandrapurcell 4730007353

distance 0.296

#9 · Chandrapurcell 4730005747

distance 0.302

#10 · Gadchirolicell 4750011592

distance 0.305 · cross-district

#11 · Nashikcell 4870012324

distance 0.311 · cross-district

#12 · Gadchirolicell 4750010321

distance 0.312 · cross-district

#13 · Chandrapurcell 4730007112

distance 0.318

#14 · Jalgaoncell 4780000421

distance 0.318 · cross-district

#15 · Chandrapurcell 4730007453

distance 0.32

#16 · Yavatmalcell 5000006761

distance 0.32 · cross-district

#17 · Gondiacell 4760000928

distance 0.32 · cross-district

#18 · Chandrapurcell 4730005441

distance 0.324

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":4730006683}}}'

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.