Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001993

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000275

distance 0.312 · cross-district

#2 · Gondiacell 4760000340

distance 0.328 · cross-district

#3 · Ahmednagarcell 4660006094

distance 0.338 · cross-district

#4 · Chandrapurcell 4730007519

distance 0.339 · cross-district

#5 · Yavatmalcell 5000009169

distance 0.342 · cross-district

#6 · Chandrapurcell 4730008296

distance 0.344 · cross-district

#7 · Beedcell 4700003344

distance 0.347 · cross-district

#8 · Ahmednagarcell 4660006680

distance 0.351 · cross-district

#9 · Ahmednagarcell 4660007228

distance 0.355 · cross-district

#10 · Gondiacell 4760000344

distance 0.357 · cross-district

#11 · Gadchirolicell 4750010384

distance 0.359 · cross-district

#12 · Kolhapurcell 4800001308

distance 0.36

#13 · Yavatmalcell 5000007722

distance 0.362 · cross-district

#14 · Wardhacell 4980003313

distance 0.366 · cross-district

#15 · Yavatmalcell 5000005053

distance 0.37 · cross-district

#16 · Jalgaoncell 4780007690

distance 0.371 · cross-district

#17 · Kolhapurcell 4800004163

distance 0.371

#18 · Jalnacell 4790004400

distance 0.373 · 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":4800001993}}}'

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.