Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001527

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001806

distance 0.298

#2 · Kolhapurcell 4800001532

distance 0.305

#3 · Kolhapurcell 4800001878

distance 0.321

#4 · Kolhapurcell 4800001529

distance 0.332

#5 · Kolhapurcell 4800001880

distance 0.334

#6 · Nashikcell 4870002939

distance 0.351 · cross-district

#7 · Nashikcell 4870004195

distance 0.355 · cross-district

#8 · Kolhapurcell 4800002101

distance 0.356

#9 · Kolhapurcell 4800001865

distance 0.366

#10 · Chandrapurcell 4730007107

distance 0.368 · cross-district

#11 · Gadchirolicell 4750007435

distance 0.368 · cross-district

#12 · Sindhudurgcell 4950002356

distance 0.371 · cross-district

#13 · Kolhapurcell 4800001250

distance 0.372

#14 · Kolhapurcell 4800002472

distance 0.379

#15 · Chandrapurcell 4730009024

distance 0.379 · cross-district

#16 · Kolhapurcell 4800001587

distance 0.379

#17 · Jalgaoncell 4780007335

distance 0.381 · cross-district

#18 · Kolhapurcell 4800001818

distance 0.382

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":4800001527}}}'

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.