Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008561

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000552

distance 0.251 · cross-district

#2 · Bhandaracell 4710000592

distance 0.256 · cross-district

#3 · Chandrapurcell 4730006995

distance 0.262

#4 · Chandrapurcell 4730009502

distance 0.304

#5 · Chandrapurcell 4730009246

distance 0.323

#6 · Gondiacell 4760000980

distance 0.337 · cross-district

#7 · Bhandaracell 4710002930

distance 0.339 · cross-district

#8 · Jalgaoncell 4780001660

distance 0.351 · cross-district

#9 · Gadchirolicell 4750011863

distance 0.354 · cross-district

#10 · Chandrapurcell 4730007004

distance 0.356

#11 · Jalgaoncell 4780003758

distance 0.36 · cross-district

#12 · Chandrapurcell 4730007116

distance 0.362

#13 · Nagpurcell 4840005235

distance 0.364 · cross-district

#14 · Chandrapurcell 4730008577

distance 0.367

#15 · Bhandaracell 4710000992

distance 0.369 · cross-district

#16 · Chandrapurcell 4730008882

distance 0.369

#17 · Yavatmalcell 5000006349

distance 0.371 · cross-district

#18 · Gondiacell 4760001596

distance 0.374 · 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":4730008561}}}'

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.