Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003202

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

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002804

distance 0.215

#2 · Kolhapurcell 4800003393

distance 0.284

#3 · Ratnagiricell 4920000919

distance 0.337 · cross-district

#4 · Kolhapurcell 4800002802

distance 0.347

#5 · Palgharcell 6650003290

distance 0.348 · cross-district

#6 · Nashikcell 4870008601

distance 0.354 · cross-district

#7 · Sindhudurgcell 4950003149

distance 0.359 · cross-district

#8 · Kolhapurcell 4800003979

distance 0.364

#9 · Kolhapurcell 4800003445

distance 0.366

#10 · Kolhapurcell 4800003113

distance 0.369

#11 · Palgharcell 6650004206

distance 0.374 · cross-district

#12 · Nashikcell 4870008602

distance 0.376 · cross-district

#13 · Ratnagiricell 4920001598

distance 0.385 · cross-district

#14 · Ratnagiricell 4920002336

distance 0.388 · cross-district

#15 · Palgharcell 6650003061

distance 0.388 · cross-district

#16 · Sindhudurgcell 4950004052

distance 0.391 · cross-district

#17 · Kolhapurcell 4800005070

distance 0.391

#18 · Ratnagiricell 4920000969

distance 0.394 · 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":4800003202}}}'

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.