Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006192

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006197

distance 0.306

#2 · Ratnagiricell 4920002686

distance 0.338 · cross-district

#3 · Ratnagiricell 4920002098

distance 0.379 · cross-district

#4 · Ratnagiricell 4920002470

distance 0.417 · cross-district

#5 · Ratnagiricell 4920001999

distance 0.434 · cross-district

#6 · Nashikcell 4870008322

distance 0.442 · cross-district

#7 · Ratnagiricell 4920002581

distance 0.445 · cross-district

#8 · Ratnagiricell 4920002310

distance 0.447 · cross-district

#9 · Ratnagiricell 4920002073

distance 0.448 · cross-district

#10 · Ratnagiricell 4920002971

distance 0.452 · cross-district

#11 · Kolhapurcell 4800002987

distance 0.459

#12 · Sindhudurgcell 4950003084

distance 0.461 · cross-district

#13 · Nashikcell 4870008748

distance 0.476 · cross-district

#14 · Palgharcell 6650002973

distance 0.479 · cross-district

#15 · Nashikcell 4870008604

distance 0.483 · cross-district

#16 · Ratnagiricell 4920003959

distance 0.49 · cross-district

#17 · Nashikcell 4870011016

distance 0.491 · cross-district

#18 · Ratnagiricell 4920002274

distance 0.494 · 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":4800006192}}}'

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.