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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004762

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
18
across 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.245
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005373
distance 0.245
#2 · Kolhapurcell 4800005106
distance 0.25
#3 · Kolhapurcell 4800004413
distance 0.266
#4 · Kolhapurcell 4800004935
distance 0.273
#5 · Kolhapurcell 4800003944
distance 0.283
#6 · Kolhapurcell 4800004849
distance 0.298
#7 · Kolhapurcell 4800005028
distance 0.303
#8 · Kolhapurcell 4800004424
distance 0.304
#9 · Kolhapurcell 4800004502
distance 0.306
#10 · Kolhapurcell 4800004182
distance 0.307
#11 · Kolhapurcell 4800004934
distance 0.309
#12 · Kolhapurcell 4800005292
distance 0.314
#13 · Kolhapurcell 4800004675
distance 0.331
#14 · Kolhapurcell 4800004497
distance 0.332
#15 · Kolhapurcell 4800004004
distance 0.332
#16 · Kolhapurcell 4800004184
distance 0.337
#17 · Kolhapurcell 4800004242
distance 0.337
#18 · Sanglicell 4930002536
distance 0.338 · 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":4800004762}}}'
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.