Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000496

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001197

distance 0.283

#2 · Raigadcell 4910001211

distance 0.369 · cross-district

#3 · Ratnagiricell 4920006972

distance 0.382 · cross-district

#4 · Sindhudurgcell 4950000568

distance 0.418 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000202

distance 0.434 · cross-district

#6 · Nashikcell 4870001561

distance 0.463 · cross-district

#7 · Kolhapurcell 4800002678

distance 0.464

#8 · Amravaticell 4680006148

distance 0.47 · cross-district

#9 · Nashikcell 4870002512

distance 0.47 · cross-district

#10 · Kolhapurcell 4800005776

distance 0.471

#11 · Nashikcell 4870002427

distance 0.472 · cross-district

#12 · Nashikcell 4870002711

distance 0.474 · cross-district

#13 · Sataracell 4940004829

distance 0.478 · cross-district

#14 · Kolhapurcell 4800004414

distance 0.478

#15 · Sindhudurgcell 4950002127

distance 0.483 · cross-district

#16 · Kolhapurcell 4800004341

distance 0.484

#17 · Nashikcell 4870004389

distance 0.486 · cross-district

#18 · Raigadcell 4910004440

distance 0.486 · 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":4800000496}}}'

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.