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Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001792

The MH-36 locality cells most similar to this Bhandara 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 3 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.286
lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003292
distance 0.286
#2 · Bhandaracell 4710001823
distance 0.289
#3 · Nagpurcell 4840003806
distance 0.291 · cross-district
#4 · Bhandaracell 4710001846
distance 0.298
#5 · Bhandaracell 4710003523
distance 0.301
#6 · Bhandaracell 4710000985
distance 0.301
#7 · Bhandaracell 4710001118
distance 0.304
#8 · Nagpurcell 4840008180
distance 0.308 · cross-district
#9 · Bhandaracell 4710003079
distance 0.31
#10 · Bhandaracell 4710002261
distance 0.311
#11 · Bhandaracell 4710000841
distance 0.314
#12 · Bhandaracell 4710002326
distance 0.318
#13 · Bhandaracell 4710002260
distance 0.319
#14 · Bhandaracell 4710002059
distance 0.321
#15 · Bhandaracell 4710001102
distance 0.326
#16 · Bhandaracell 4710001793
distance 0.328
#17 · Yavatmalcell 5000008207
distance 0.329 · cross-district
#18 · Bhandaracell 4710001702
distance 0.329
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":471,"cluster_id":4710001792}}}'
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.