Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006471

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850009075

distance 0.249 · cross-district

#2 · Wardhacell 4980003432

distance 0.288 · cross-district

#3 · Yavatmalcell 5000006892

distance 0.29 · cross-district

#4 · Nagpurcell 4840000497

distance 0.295 · cross-district

#5 · Yavatmalcell 5000006900

distance 0.304 · cross-district

#6 · Buldhanacell 4720005672

distance 0.334 · cross-district

#7 · Gadchirolicell 4750008334

distance 0.344 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690004460

distance 0.345 · cross-district

#9 · Wardhacell 4980001432

distance 0.348 · cross-district

#10 · Wardhacell 4980003486

distance 0.35 · cross-district

#11 · Solapurcell 4960009240

distance 0.351 · cross-district

#12 · Wardhacell 4980003367

distance 0.353 · cross-district

#13 · Yavatmalcell 5000003014

distance 0.358 · cross-district

#14 · Dharashivcell 4880002901

distance 0.36 · cross-district

#15 · Yavatmalcell 5000002584

distance 0.367 · cross-district

#16 · Amravaticell 4680004580

distance 0.369 · cross-district

#17 · Nandedcell 4850000181

distance 0.372 · cross-district

#18 · Yavatmalcell 5000008526

distance 0.373 · 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":4730006471}}}'

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.