Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005930

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005871

distance 0.263

#2 · Kolhapurcell 4800005879

distance 0.263

#3 · Kolhapurcell 4800005867

distance 0.266

#4 · Kolhapurcell 4800006283

distance 0.274

#5 · Nashikcell 4870008179

distance 0.286 · cross-district

#6 · Kolhapurcell 4800005161

distance 0.294

#7 · Kolhapurcell 4800006162

distance 0.3

#8 · Nashikcell 4870007613

distance 0.306 · cross-district

#9 · Nashikcell 4870006724

distance 0.309 · cross-district

#10 · Kolhapurcell 4800003910

distance 0.311

#11 · Nashikcell 4870006726

distance 0.313 · cross-district

#12 · Nashikcell 4870000110

distance 0.316 · cross-district

#13 · Nashikcell 4870008614

distance 0.317 · cross-district

#14 · Nashikcell 4870006725

distance 0.32 · cross-district

#15 · Nashikcell 4870001167

distance 0.321 · cross-district

#16 · Kolhapurcell 4800005877

distance 0.322

#17 · Nashikcell 4870008045

distance 0.325 · cross-district

#18 · Nashikcell 4870009971

distance 0.327 · 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":4800005930}}}'

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.