Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003554

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.334

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003685

distance 0.334

#2 · Kolhapurcell 4800003620

distance 0.336

#3 · Ratnagiricell 4920002223

distance 0.356 · cross-district

#4 · Kolhapurcell 4800003020

distance 0.399

#5 · Kolhapurcell 4800004309

distance 0.402

#6 · Ratnagiricell 4920003647

distance 0.405 · cross-district

#7 · Kolhapurcell 4800005161

distance 0.41

#8 · Nashikcell 4870009971

distance 0.412 · cross-district

#9 · Ratnagiricell 4920002737

distance 0.414 · cross-district

#10 · Kolhapurcell 4800003243

distance 0.421

#11 · Kolhapurcell 4800003910

distance 0.421

#12 · Ratnagiricell 4920001548

distance 0.424 · cross-district

#13 · Ratnagiricell 4920002635

distance 0.426 · cross-district

#14 · Nashikcell 4870009973

distance 0.426 · cross-district

#15 · Ratnagiricell 4920002928

distance 0.426 · cross-district

#16 · Raigadcell 4910004477

distance 0.427 · cross-district

#17 · Ratnagiricell 4920003839

distance 0.428 · cross-district

#18 · Ratnagiricell 4920002968

distance 0.43 · 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":4800003554}}}'

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.