Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002502

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 5 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950002201

distance 0.243 · cross-district

#2 · Sindhudurgcell 4950002448

distance 0.299 · cross-district

#3 · Sindhudurgcell 4950002536

distance 0.304 · cross-district

#4 · Sindhudurgcell 4950002980

distance 0.318 · cross-district

#5 · Sindhudurgcell 4950003339

distance 0.328 · cross-district

#6 · Sindhudurgcell 4950002734

distance 0.338 · cross-district

#7 · Ratnagiricell 4920000299

distance 0.341 · cross-district

#8 · Kolhapurcell 4800002803

distance 0.343

#9 · Sindhudurgcell 4950002731

distance 0.344 · cross-district

#10 · Sindhudurgcell 4950003338

distance 0.351 · cross-district

#11 · Raigadcell 4910003059

distance 0.353 · cross-district

#12 · Kolhapurcell 4800006320

distance 0.356

#13 · Kolhapurcell 4800002454

distance 0.357

#14 · Sindhudurgcell 4950003197

distance 0.358 · cross-district

#15 · Sindhudurgcell 4950000584

distance 0.362 · cross-district

#16 · Raigadcell 4910003277

distance 0.363 · cross-district

#17 · Punecell 4900007033

distance 0.366 · cross-district

#18 · Ratnagiricell 4920000353

distance 0.367 · 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":4800002502}}}'

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.