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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003926

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 1 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.138
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004003
distance 0.138
#2 · Kolhapurcell 4800004080
distance 0.178
#3 · Kolhapurcell 4800004240
distance 0.18
#4 · Kolhapurcell 4800004488
distance 0.209
#5 · Kolhapurcell 4800005091
distance 0.232
#6 · Kolhapurcell 4800003925
distance 0.243
#7 · Kolhapurcell 4800002957
distance 0.253
#8 · Kolhapurcell 4800005004
distance 0.254
#9 · Kolhapurcell 4800003577
distance 0.263
#10 · Kolhapurcell 4800003706
distance 0.295
#11 · Kolhapurcell 4800003352
distance 0.299
#12 · Kolhapurcell 4800005182
distance 0.304
#13 · Kolhapurcell 4800006327
distance 0.31
#14 · Kolhapurcell 4800004321
distance 0.313
#15 · Kolhapurcell 4800004493
distance 0.314
#16 · Kolhapurcell 4800004490
distance 0.315
#17 · Kolhapurcell 4800004158
distance 0.318
#18 · Kolhapurcell 4800004081
distance 0.318
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":4800003926}}}'
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.