Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001068

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

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001125

distance 0.209

#2 · Kolhapurcell 4800000950

distance 0.259

#3 · Kolhapurcell 4800000949

distance 0.392

#4 · Kolhapurcell 4800000521

distance 0.407

#5 · Kolhapurcell 4800001066

distance 0.421

#6 · Kolhapurcell 4800001165

distance 0.422

#7 · Thanecell 4970001490

distance 0.443 · cross-district

#8 · Kolhapurcell 4800000908

distance 0.458

#9 · Thanecell 4970001073

distance 0.46 · cross-district

#10 · Thanecell 4970001891

distance 0.466 · cross-district

#11 · Raigadcell 4910004988

distance 0.484 · cross-district

#12 · Thanecell 4970001720

distance 0.49 · cross-district

#13 · Thanecell 4970000753

distance 0.508 · cross-district

#14 · Kolhapurcell 4800000864

distance 0.512

#15 · Raigadcell 4910005779

distance 0.512 · cross-district

#16 · Thanecell 4970001491

distance 0.52 · cross-district

#17 · Sindhudurgcell 4950001431

distance 0.521 · cross-district

#18 · Thanecell 4970001278

distance 0.525 · 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":4800001068}}}'

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.