Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000702

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 11 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000628

distance 0.298

#2 · Jalnacell 4790001369

distance 0.324 · cross-district

#3 · Jalnacell 4790006328

distance 0.334 · cross-district

#4 · Ahmednagarcell 4660004971

distance 0.339 · cross-district

#5 · Jalnacell 4790000508

distance 0.339 · cross-district

#6 · Parbhanicell 4890004439

distance 0.343 · cross-district

#7 · Yavatmalcell 5000006788

distance 0.347 · cross-district

#8 · Solapurcell 4960006274

distance 0.349 · cross-district

#9 · Dharashivcell 4880000263

distance 0.349 · cross-district

#10 · Gondiacell 4760001148

distance 0.353 · cross-district

#11 · Gondiacell 4760003110

distance 0.353 · cross-district

#12 · Solapurcell 4960004558

distance 0.355 · cross-district

#13 · Gadchirolicell 4750012284

distance 0.355 · cross-district

#14 · Jalnacell 4790000572

distance 0.355 · cross-district

#15 · Amravaticell 4680005531

distance 0.357 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690006904

distance 0.358 · cross-district

#17 · Jalnacell 4790005476

distance 0.359 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000433

distance 0.36 · 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":4800000702}}}'

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.