Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002077

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001453

distance 0.249

#2 · Sataracell 4940001223

distance 0.306 · cross-district

#3 · Kolhapurcell 4800002387

distance 0.307

#4 · Dharashivcell 4880000335

distance 0.313 · cross-district

#5 · Kolhapurcell 4800001910

distance 0.313

#6 · Sanglicell 4930007122

distance 0.314 · cross-district

#7 · Kolhapurcell 4800001384

distance 0.316

#8 · Amravaticell 4680006576

distance 0.319 · cross-district

#9 · Kolhapurcell 4800002125

distance 0.328

#10 · Beedcell 4700003661

distance 0.328 · cross-district

#11 · Kolhapurcell 4800002263

distance 0.331

#12 · Washimcell 4990000028

distance 0.336 · cross-district

#13 · Amravaticell 4680005891

distance 0.339 · cross-district

#14 · Amravaticell 4680002927

distance 0.341 · cross-district

#15 · Sanglicell 4930005971

distance 0.341 · cross-district

#16 · Kolhapurcell 4800002060

distance 0.342

#17 · Ahmednagarcell 4660001327

distance 0.344 · cross-district

#18 · Jalnacell 4790005164

distance 0.344 · 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":4800002077}}}'

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.