Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001198

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.426

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004513

distance 0.426 · cross-district

#2 · Nashikcell 4870000434

distance 0.46 · cross-district

#3 · Ratnagiricell 4920004590

distance 0.462 · cross-district

#4 · Sindhudurgcell 4950001038

distance 0.462 · cross-district

#5 · Raigadcell 4910001026

distance 0.471 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001403

distance 0.477 · cross-district

#7 · Sataracell 4940004959

distance 0.477 · cross-district

#8 · Kolhapurcell 4800002725

distance 0.479

#9 · Nashikcell 4870000260

distance 0.485 · cross-district

#10 · Ratnagiricell 4920004531

distance 0.492 · cross-district

#11 · Kolhapurcell 4800004329

distance 0.498

#12 · Punecell 4900001307

distance 0.501 · cross-district

#13 · Sanglicell 4930000211

distance 0.503 · cross-district

#14 · Kolhapurcell 4800004097

distance 0.506

#15 · Jalgaoncell 4780005396

distance 0.507 · cross-district

#16 · Sindhudurgcell 4950000772

distance 0.509 · cross-district

#17 · Raigadcell 4910001279

distance 0.511 · cross-district

#18 · Kolhapurcell 4800004408

distance 0.52

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":4800001198}}}'

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.