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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003813

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 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.157
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003816
distance 0.157
#2 · Kolhapurcell 4800005304
distance 0.235
#3 · Kolhapurcell 4800003667
distance 0.246
#4 · Kolhapurcell 4800004524
distance 0.249
#5 · Kolhapurcell 4800003891
distance 0.252
#6 · Kolhapurcell 4800004886
distance 0.263
#7 · Kolhapurcell 4800005045
distance 0.271
#8 · Kolhapurcell 4800003882
distance 0.272
#9 · Kolhapurcell 4800004971
distance 0.272
#10 · Kolhapurcell 4800003961
distance 0.273
#11 · Kolhapurcell 4800003610
distance 0.273
#12 · Akolacell 4670002224
distance 0.275 · cross-district
#13 · Amravaticell 4680003130
distance 0.277 · cross-district
#14 · Buldhanacell 4720006719
distance 0.277 · cross-district
#15 · Kolhapurcell 4800004887
distance 0.277
#16 · Kolhapurcell 4800003787
distance 0.277
#17 · Sataracell 4940001012
distance 0.278 · cross-district
#18 · Amravaticell 4680003179
distance 0.278 · 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":4800003813}}}'
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.