Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003309

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.348

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670001776

distance 0.348 · cross-district

#2 · Dharashivcell 4880000048

distance 0.359 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002587

distance 0.387 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002095

distance 0.399 · cross-district

#5 · Ahmednagarcell 4660012507

distance 0.406 · cross-district

#6 · Sanglicell 4930001707

distance 0.406 · cross-district

#7 · Jalgaoncell 4780005340

distance 0.409 · cross-district

#8 · Jalgaoncell 4780005741

distance 0.409 · cross-district

#9 · Nagpurcell 4840004396

distance 0.412 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002380

distance 0.413 · cross-district

#11 · Chandrapurcell 4730002885

distance 0.415

#12 · Yavatmalcell 5000006389

distance 0.418 · cross-district

#13 · Chandrapurcell 4730003252

distance 0.421

#14 · Solapurcell 4960008052

distance 0.422 · cross-district

#15 · Ahmednagarcell 4660004040

distance 0.428 · cross-district

#16 · Buldhanacell 4720006298

distance 0.433 · cross-district

#17 · Chandrapurcell 4730003246

distance 0.437

#18 · Nagpurcell 4840004389

distance 0.441 · 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":4730003309}}}'

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.