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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000923

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 3 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.213
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000997
distance 0.213
#2 · Kolhapurcell 4800000878
distance 0.252
#3 · Kolhapurcell 4800000311
distance 0.259
#4 · Kolhapurcell 4800000994
distance 0.272
#5 · Kolhapurcell 4800001192
distance 0.312
#6 · Kolhapurcell 4800000350
distance 0.322
#7 · Kolhapurcell 4800000531
distance 0.325
#8 · Kolhapurcell 4800000613
distance 0.33
#9 · Ratnagiricell 4920004083
distance 0.33 · cross-district
#10 · Kolhapurcell 4800000720
distance 0.33
#11 · Kolhapurcell 4800000428
distance 0.337
#12 · Kolhapurcell 4800000993
distance 0.338
#13 · Kolhapurcell 4800000919
distance 0.338
#14 · Kolhapurcell 4800001190
distance 0.338
#15 · Kolhapurcell 4800000972
distance 0.338
#16 · Ratnagiricell 4920004692
distance 0.34 · cross-district
#17 · Gadchirolicell 4750008208
distance 0.342 · cross-district
#18 · Ratnagiricell 4920005452
distance 0.35 · 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":4800000923}}}'
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.