Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005279

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.332

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000459

distance 0.332 · cross-district

#2 · Kolhapurcell 4800005187

distance 0.335

#3 · Kolhapurcell 4800005280

distance 0.343

#4 · Sataracell 4940000686

distance 0.35 · cross-district

#5 · Kolhapurcell 4800004670

distance 0.356

#6 · Sataracell 4940001336

distance 0.356 · cross-district

#7 · Sataracell 4940000863

distance 0.359 · cross-district

#8 · Sataracell 4940001174

distance 0.36 · cross-district

#9 · Sataracell 4940000745

distance 0.36 · cross-district

#10 · Kolhapurcell 4800005284

distance 0.364

#11 · Kolhapurcell 4800005017

distance 0.368

#12 · Sataracell 4940003505

distance 0.371 · cross-district

#13 · Kolhapurcell 4800005105

distance 0.371

#14 · Sataracell 4940000695

distance 0.372 · cross-district

#15 · Beedcell 4700002417

distance 0.377 · cross-district

#16 · Sataracell 4940001212

distance 0.38 · cross-district

#17 · Beedcell 4700004036

distance 0.382 · cross-district

#18 · Kolhapurcell 4800001941

distance 0.382

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":4800005279}}}'

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.