Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004126

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.291

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000005824

distance 0.291 · cross-district

#2 · Chandrapurcell 4730002815

distance 0.335

#3 · Chandrapurcell 4730002757

distance 0.378

#4 · Beedcell 4700008543

distance 0.382 · cross-district

#5 · Chandrapurcell 4730002821

distance 0.382

#6 · Yavatmalcell 5000002974

distance 0.386 · cross-district

#7 · Chandrapurcell 4730002753

distance 0.387

#8 · Wardhacell 4980004441

distance 0.388 · cross-district

#9 · Jalgaoncell 4780007362

distance 0.391 · cross-district

#10 · Solapurcell 4960007696

distance 0.392 · cross-district

#11 · Ahmednagarcell 4660014316

distance 0.396 · cross-district

#12 · Akolacell 4670002054

distance 0.396 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690006045

distance 0.401 · cross-district

#14 · Yavatmalcell 5000002262

distance 0.408 · cross-district

#15 · Yavatmalcell 5000002763

distance 0.421 · cross-district

#16 · Chandrapurcell 4730004034

distance 0.422

#17 · Jalnacell 4790000307

distance 0.422 · cross-district

#18 · Gadchirolicell 4750007823

distance 0.424 · 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":4730004126}}}'

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.