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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001076

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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.226
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000342
distance 0.226
#2 · Kolhapurcell 4800000578
distance 0.241
#3 · Kolhapurcell 4800000304
distance 0.243
#4 · Ahmednagarcell 4660011932
distance 0.282 · cross-district
#5 · Kolhapurcell 4800001031
distance 0.288
#6 · Kolhapurcell 4800000540
distance 0.291
#7 · Kolhapurcell 4800000719
distance 0.298
#8 · Kolhapurcell 4800000315
distance 0.299
#9 · Kolhapurcell 4800000621
distance 0.299
#10 · Kolhapurcell 4800000753
distance 0.31
#11 · Kolhapurcell 4800000504
distance 0.315
#12 · Kolhapurcell 4800000913
distance 0.316
#13 · Kolhapurcell 4800000469
distance 0.32
#14 · Kolhapurcell 4800000370
distance 0.322
#15 · Kolhapurcell 4800000371
distance 0.323
#16 · Kolhapurcell 4800000922
distance 0.325
#17 · Kolhapurcell 4800000659
distance 0.325
#18 · Kolhapurcell 4800000541
distance 0.328
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":4800001076}}}'
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.