Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002371

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010841

distance 0.297 · cross-district

#2 · Kolhapurcell 4800001232

distance 0.3

#3 · Bhandaracell 4710000607

distance 0.304 · cross-district

#4 · Bhandaracell 4710000609

distance 0.306 · cross-district

#5 · Gadchirolicell 4750011878

distance 0.309 · cross-district

#6 · Bhandaracell 4710000778

distance 0.321 · cross-district

#7 · Bhandaracell 4710000817

distance 0.336 · cross-district

#8 · Chandrapurcell 4730007675

distance 0.337 · cross-district

#9 · Gadchirolicell 4750011242

distance 0.34 · cross-district

#10 · Kolhapurcell 4800002235

distance 0.343

#11 · Gondiacell 4760000126

distance 0.344 · cross-district

#12 · Kolhapurcell 4800002503

distance 0.352

#13 · Gondiacell 4760000081

distance 0.356 · cross-district

#14 · Jalgaoncell 4780002040

distance 0.358 · cross-district

#15 · Yavatmalcell 5000010896

distance 0.358 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690008665

distance 0.359 · cross-district

#17 · Chandrapurcell 4730008355

distance 0.359 · cross-district

#18 · Gondiacell 4760000416

distance 0.361 · 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":4800002371}}}'

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.