Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004091

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.368

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001977

distance 0.368 · cross-district

#2 · Solapurcell 4960003558

distance 0.37 · cross-district

#3 · Kolhapurcell 4800004255

distance 0.381

#4 · Kolhapurcell 4800003868

distance 0.417

#5 · Laturcell 4810003154

distance 0.492 · cross-district

#6 · Kolhapurcell 4800004763

distance 0.503

#7 · Nagpurcell 4840004616

distance 0.505 · cross-district

#8 · Solapurcell 4960005003

distance 0.507 · cross-district

#9 · Nandedcell 4850001376

distance 0.509 · cross-district

#10 · Laturcell 4810003236

distance 0.511 · cross-district

#11 · Sanglicell 4930002082

distance 0.517 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002586

distance 0.52 · cross-district

#13 · Laturcell 4810004851

distance 0.522 · cross-district

#14 · Solapurcell 4960009824

distance 0.523 · cross-district

#15 · Nagpurcell 4840004273

distance 0.523 · cross-district

#16 · Buldhanacell 4720006367

distance 0.524 · cross-district

#17 · Beedcell 4700008335

distance 0.527 · cross-district

#18 · Kolhapurcell 4800005201

distance 0.528

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":4800004091}}}'

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.