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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003979

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
0.251
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004750
distance 0.251
#2 · Kolhapurcell 4800005007
distance 0.276
#3 · Kolhapurcell 4800004074
distance 0.294
#4 · Kolhapurcell 4800005518
distance 0.294
#5 · Kolhapurcell 4800003832
distance 0.308
#6 · Kolhapurcell 4800004579
distance 0.309
#7 · Kolhapurcell 4800005601
distance 0.318
#8 · Kolhapurcell 4800005596
distance 0.328
#9 · Kolhapurcell 4800004902
distance 0.328
#10 · Kolhapurcell 4800004745
distance 0.331
#11 · Kolhapurcell 4800005679
distance 0.332
#12 · Nashikcell 4870000085
distance 0.339 · cross-district
#13 · Kolhapurcell 4800004154
distance 0.339
#14 · Kolhapurcell 4800005812
distance 0.34
#15 · Nashikcell 4870009452
distance 0.341 · cross-district
#16 · Kolhapurcell 4800005671
distance 0.344
#17 · Kolhapurcell 4800005435
distance 0.345
#18 · Kolhapurcell 4800002802
distance 0.346
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":4800003979}}}'
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.