Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002142

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001485

distance 0.293

#2 · Yavatmalcell 5000009079

distance 0.332 · cross-district

#3 · Wardhacell 4980002949

distance 0.337 · cross-district

#4 · Jalnacell 4790004447

distance 0.337 · cross-district

#5 · Jalnacell 4790004452

distance 0.341 · cross-district

#6 · Kolhapurcell 4800001308

distance 0.347

#7 · Chandrapurcell 4730004619

distance 0.363 · cross-district

#8 · Yavatmalcell 5000010102

distance 0.365 · cross-district

#9 · Jalnacell 4790004556

distance 0.37 · cross-district

#10 · Beedcell 4700007216

distance 0.37 · cross-district

#11 · Beedcell 4700000613

distance 0.373 · cross-district

#12 · Beedcell 4700002482

distance 0.376 · cross-district

#13 · Kolhapurcell 4800002197

distance 0.378

#14 · Yavatmalcell 5000006495

distance 0.379 · cross-district

#15 · Beedcell 4700008863

distance 0.381 · cross-district

#16 · Wardhacell 4980003253

distance 0.385 · cross-district

#17 · Beedcell 4700008906

distance 0.387 · cross-district

#18 · Wardhacell 4980000193

distance 0.387 · 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":4800002142}}}'

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.