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Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001446

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 2 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.153
lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001323
distance 0.153
#2 · Bhandaracell 4710001148
distance 0.164
#3 · Bhandaracell 4710001601
distance 0.182
#4 · Bhandaracell 4710001019
distance 0.185
#5 · Bhandaracell 4710001025
distance 0.185
#6 · Bhandaracell 4710001086
distance 0.185
#7 · Bhandaracell 4710001370
distance 0.186
#8 · Bhandaracell 4710001456
distance 0.186
#9 · Bhandaracell 4710000957
distance 0.188
#10 · Bhandaracell 4710001230
distance 0.189
#11 · Bhandaracell 4710001088
distance 0.192
#12 · Gondiacell 4760003204
distance 0.197 · cross-district
#13 · Bhandaracell 4710000972
distance 0.2
#14 · Bhandaracell 4710002590
distance 0.201
#15 · Bhandaracell 4710001152
distance 0.202
#16 · Bhandaracell 4710001402
distance 0.205
#17 · Bhandaracell 4710001585
distance 0.205
#18 · Gondiacell 4760002867
distance 0.207 · 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":471,"cluster_id":4710001446}}}'
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.