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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003056

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
0.17
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002931
distance 0.17
#2 · Kolhapurcell 4800002774
distance 0.181
#3 · Kolhapurcell 4800002741
distance 0.197
#4 · Kolhapurcell 4800002923
distance 0.214
#5 · Kolhapurcell 4800002781
distance 0.214
#6 · Kolhapurcell 4800002879
distance 0.214
#7 · Kolhapurcell 4800002871
distance 0.214
#8 · Kolhapurcell 4800003017
distance 0.215
#9 · Kolhapurcell 4800002687
distance 0.226
#10 · Kolhapurcell 4800002737
distance 0.231
#11 · Kolhapurcell 4800002590
distance 0.235
#12 · Kolhapurcell 4800002688
distance 0.235
#13 · Kolhapurcell 4800003008
distance 0.237
#14 · Kolhapurcell 4800002786
distance 0.237
#15 · Kolhapurcell 4800002588
distance 0.241
#16 · Kolhapurcell 4800002636
distance 0.244
#17 · Kolhapurcell 4800003001
distance 0.245
#18 · Kolhapurcell 4800003015
distance 0.245
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":4800003056}}}'
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.