Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003331

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

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003752

distance 0.241

#2 · Gadchirolicell 4750008579

distance 0.279 · cross-district

#3 · Gadchirolicell 4750011825

distance 0.341 · cross-district

#4 · Gondiacell 4760002848

distance 0.342 · cross-district

#5 · Chandrapurcell 4730001150

distance 0.342

#6 · Chandrapurcell 4730004107

distance 0.343

#7 · Yavatmalcell 5000010994

distance 0.354 · cross-district

#8 · Gadchirolicell 4750008916

distance 0.367 · cross-district

#9 · Chandrapurcell 4730003896

distance 0.367

#10 · Chandrapurcell 4730004492

distance 0.372

#11 · Chandrapurcell 4730002970

distance 0.372

#12 · Chandrapurcell 4730004272

distance 0.372

#13 · Chandrapurcell 4730006527

distance 0.383

#14 · Yavatmalcell 5000002121

distance 0.389 · cross-district

#15 · Chandrapurcell 4730003632

distance 0.39

#16 · Chhatrapati Sambhajinagarcell 4690001417

distance 0.391 · cross-district

#17 · Parbhanicell 4890003344

distance 0.394 · cross-district

#18 · Gadchirolicell 4750008665

distance 0.394 · 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":4730003331}}}'

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.