Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005357

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.373

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005358

distance 0.373

#2 · Kolhapurcell 4800005439

distance 0.379

#3 · Kolhapurcell 4800004080

distance 0.394

#4 · Kolhapurcell 4800003926

distance 0.424

#5 · Kolhapurcell 4800006078

distance 0.424

#6 · Kolhapurcell 4800004226

distance 0.435

#7 · Kolhapurcell 4800004574

distance 0.436

#8 · Kolhapurcell 4800005091

distance 0.444

#9 · Nashikcell 4870001247

distance 0.449 · cross-district

#10 · Kolhapurcell 4800004003

distance 0.453

#11 · Nashikcell 4870010116

distance 0.46 · cross-district

#12 · Nashikcell 4870001060

distance 0.461 · cross-district

#13 · Nashikcell 4870000794

distance 0.464 · cross-district

#14 · Kolhapurcell 4800004316

distance 0.465

#15 · Kolhapurcell 4800002767

distance 0.466

#16 · Sanglicell 4930002815

distance 0.467 · cross-district

#17 · Kolhapurcell 4800003351

distance 0.474

#18 · Kolhapurcell 4800003577

distance 0.475

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":4800005357}}}'

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.