Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000086

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.357

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000112

distance 0.357

#2 · Kolhapurcell 4800000067

distance 0.384

#3 · Kolhapurcell 4800000026

distance 0.392

#4 · Sindhudurgcell 4950000197

distance 0.404 · cross-district

#5 · Kolhapurcell 4800000027

distance 0.416

#6 · Punecell 4900006541

distance 0.421 · cross-district

#7 · Sindhudurgcell 4950003488

distance 0.461 · cross-district

#8 · Sindhudurgcell 4950000169

distance 0.468 · cross-district

#9 · Sindhudurgcell 4950000706

distance 0.469 · cross-district

#10 · Punecell 4900007279

distance 0.481 · cross-district

#11 · Kolhapurcell 4800000068

distance 0.49

#12 · Sindhudurgcell 4950000241

distance 0.493 · cross-district

#13 · Kolhapurcell 4800003198

distance 0.498

#14 · Sindhudurgcell 4950002703

distance 0.5 · cross-district

#15 · Kolhapurcell 4800003842

distance 0.501

#16 · Raigadcell 4910001537

distance 0.507 · cross-district

#17 · Raigadcell 4910002931

distance 0.509 · cross-district

#18 · Kolhapurcell 4800003113

distance 0.512

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":4800000086}}}'

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.