Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004514

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.392

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001403

distance 0.392 · cross-district

#2 · Wardhacell 4980001755

distance 0.422 · cross-district

#3 · Nagpurcell 4840005464

distance 0.44 · cross-district

#4 · Kolhapurcell 4800004173

distance 0.468 · cross-district

#5 · Washimcell 4990003889

distance 0.473 · cross-district

#6 · Bhandaracell 4710002188

distance 0.477 · cross-district

#7 · Jalgaoncell 4780000418

distance 0.479 · cross-district

#8 · Amravaticell 4680006915

distance 0.489 · cross-district

#9 · Amravaticell 4680002587

distance 0.503 · cross-district

#10 · Chandrapurcell 4730003113

distance 0.505

#11 · Nagpurcell 4840003964

distance 0.508 · cross-district

#12 · Buldhanacell 4720006297

distance 0.519 · cross-district

#13 · Jalgaoncell 4780008662

distance 0.522 · cross-district

#14 · Jalgaoncell 4780007830

distance 0.527 · cross-district

#15 · Nagpurcell 4840003574

distance 0.529 · cross-district

#16 · Beedcell 4700001053

distance 0.529 · cross-district

#17 · Hingolicell 4770002445

distance 0.531 · cross-district

#18 · Nagpurcell 4840001077

distance 0.532 · 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":4730004514}}}'

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.