Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002471

The MH-36 locality cells most similar to this Kolhapur 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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950002611

distance 0.264 · cross-district

#2 · Kolhapurcell 4800002423

distance 0.311

#3 · Kolhapurcell 4800006436

distance 0.341

#4 · Kolhapurcell 4800001588

distance 0.341

#5 · Nashikcell 4870003472

distance 0.347 · cross-district

#6 · Kolhapurcell 4800002336

distance 0.361

#7 · Ahmednagarcell 4660005512

distance 0.363 · cross-district

#8 · Kolhapurcell 4800002384

distance 0.366

#9 · Nashikcell 4870002225

distance 0.367 · cross-district

#10 · Nashikcell 4870001981

distance 0.367 · cross-district

#11 · Kolhapurcell 4800002527

distance 0.367

#12 · Yavatmalcell 5000000886

distance 0.368 · cross-district

#13 · Kolhapurcell 4800001589

distance 0.369

#14 · Nashikcell 4870002153

distance 0.375 · cross-district

#15 · Kolhapurcell 4800001484

distance 0.377

#16 · Kolhapurcell 4800001994

distance 0.379

#17 · Nashikcell 4870002947

distance 0.38 · cross-district

#18 · Nashikcell 4870003473

distance 0.383 · 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":480,"cluster_id":4800002471}}}'

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.