Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001260

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.32

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001900

distance 0.32

#2 · Kolhapurcell 4800004761

distance 0.334

#3 · Kolhapurcell 4800001500

distance 0.334

#4 · Chhatrapati Sambhajinagarcell 4690003589

distance 0.336 · cross-district

#5 · Kolhapurcell 4800001783

distance 0.338

#6 · Yavatmalcell 5000009886

distance 0.347 · cross-district

#7 · Kolhapurcell 4800004409

distance 0.352

#8 · Kolhapurcell 4800001511

distance 0.355

#9 · Kolhapurcell 4800001857

distance 0.359

#10 · Kolhapurcell 4800001632

distance 0.359

#11 · Kolhapurcell 4800002545

distance 0.363

#12 · Parbhanicell 4890001842

distance 0.368 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690005103

distance 0.371 · cross-district

#14 · Kolhapurcell 4800001261

distance 0.374

#15 · Chhatrapati Sambhajinagarcell 4690003491

distance 0.375 · cross-district

#16 · Kolhapurcell 4800001729

distance 0.375

#17 · Kolhapurcell 4800005189

distance 0.377

#18 · Kolhapurcell 4800001138

distance 0.379

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":4800001260}}}'

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.