Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000080

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000138

distance 0.196

#2 · Kolhapurcell 4800000139

distance 0.291

#3 · Kolhapurcell 4800000079

distance 0.302

#4 · Kolhapurcell 4800000201

distance 0.307

#5 · Kolhapurcell 4800000083

distance 0.315

#6 · Kolhapurcell 4800000063

distance 0.318

#7 · Kolhapurcell 4800000065

distance 0.339

#8 · Kolhapurcell 4800000084

distance 0.343

#9 · Kolhapurcell 4800000085

distance 0.354

#10 · Kolhapurcell 4800000105

distance 0.355

#11 · Kolhapurcell 4800000081

distance 0.357

#12 · Sindhudurgcell 4950000765

distance 0.36 · cross-district

#13 · Kolhapurcell 4800000029

distance 0.363

#14 · Sindhudurgcell 4950000316

distance 0.368 · cross-district

#15 · Punecell 4900007281

distance 0.369 · cross-district

#16 · Kolhapurcell 4800000202

distance 0.371

#17 · Sindhudurgcell 4950000816

distance 0.373 · cross-district

#18 · Sindhudurgcell 4950000365

distance 0.375 · 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":4800000080}}}'

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.