Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000945

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.441

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950001446

distance 0.441 · cross-district

#2 · Sindhudurgcell 4950001744

distance 0.444 · cross-district

#3 · Kolhapurcell 4800001993

distance 0.472

#4 · Thanecell 4970001250

distance 0.472 · cross-district

#5 · Raigadcell 4910005385

distance 0.477 · cross-district

#6 · Sindhudurgcell 4950001112

distance 0.482 · cross-district

#7 · Raigadcell 4910005677

distance 0.502 · cross-district

#8 · Raigadcell 4910005643

distance 0.504 · cross-district

#9 · Raigadcell 4910005857

distance 0.505 · cross-district

#10 · Raigadcell 4910005446

distance 0.528 · cross-district

#11 · Thanecell 4970001006

distance 0.544 · cross-district

#12 · Kolhapurcell 4800000563

distance 0.55

#13 · Thanecell 4970001500

distance 0.551 · cross-district

#14 · Thanecell 4970001280

distance 0.552 · cross-district

#15 · Kolhapurcell 4800000601

distance 0.557

#16 · Kolhapurcell 4800001308

distance 0.56

#17 · Thanecell 4970000422

distance 0.565 · cross-district

#18 · Raigadcell 4910005233

distance 0.568 · 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":4800000945}}}'

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.