Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000937

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000812

distance 0.254

#2 · Kolhapurcell 4800000811

distance 0.288

#3 · Kolhapurcell 4800000852

distance 0.328

#4 · Kolhapurcell 4800000387

distance 0.333

#5 · Wardhacell 4980004274

distance 0.337 · cross-district

#6 · Gondiacell 4760003640

distance 0.348 · cross-district

#7 · Gadchirolicell 4750011906

distance 0.351 · cross-district

#8 · Kolhapurcell 4800000940

distance 0.355

#9 · Kolhapurcell 4800001326

distance 0.355

#10 · Yavatmalcell 5000009761

distance 0.355 · cross-district

#11 · Gadchirolicell 4750011851

distance 0.358 · cross-district

#12 · Yavatmalcell 5000009098

distance 0.359 · cross-district

#13 · Gadchirolicell 4750011907

distance 0.359 · cross-district

#14 · Gondiacell 4760003689

distance 0.361 · cross-district

#15 · Amravaticell 4680008253

distance 0.363 · cross-district

#16 · Gadchirolicell 4750012060

distance 0.363 · cross-district

#17 · Bhandaracell 4710002422

distance 0.365 · cross-district

#18 · Gondiacell 4760003445

distance 0.365 · 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":4800000937}}}'

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.