Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003200

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.443

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005793

distance 0.443

#2 · Kolhapurcell 4800006277

distance 0.504

#3 · Dhulecell 4740005748

distance 0.516 · cross-district

#4 · Nashikcell 4870000053

distance 0.525 · cross-district

#5 · Kolhapurcell 4800003246

distance 0.54

#6 · Gadchirolicell 4750000622

distance 0.556 · cross-district

#7 · Kolhapurcell 4800002755

distance 0.583

#8 · Dhulecell 4740005749

distance 0.592 · cross-district

#9 · Gadchirolicell 4750000336

distance 0.593 · cross-district

#10 · Gadchirolicell 4750000381

distance 0.6 · cross-district

#11 · Palgharcell 6650003314

distance 0.603 · cross-district

#12 · Ratnagiricell 4920000018

distance 0.617 · cross-district

#13 · Kolhapurcell 4800005792

distance 0.623

#14 · Gadchirolicell 4750000181

distance 0.626 · cross-district

#15 · Kolhapurcell 4800006451

distance 0.628

#16 · Gadchirolicell 4750000508

distance 0.629 · cross-district

#17 · Buldhanacell 4720001248

distance 0.633 · cross-district

#18 · Sindhudurgcell 4950002182

distance 0.646 · 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":4800003200}}}'

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.