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Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001039

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
0.106
lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001007
distance 0.106
#2 · Bhandaracell 4710001711
distance 0.128
#3 · Bhandaracell 4710001054
distance 0.138
#4 · Bhandaracell 4710001464
distance 0.149
#5 · Bhandaracell 4710001071
distance 0.152
#6 · Bhandaracell 4710001317
distance 0.163
#7 · Bhandaracell 4710001010
distance 0.165
#8 · Bhandaracell 4710000918
distance 0.167
#9 · Bhandaracell 4710000955
distance 0.171
#10 · Bhandaracell 4710000941
distance 0.171
#11 · Bhandaracell 4710001114
distance 0.182
#12 · Bhandaracell 4710001216
distance 0.185
#13 · Bhandaracell 4710001254
distance 0.186
#14 · Bhandaracell 4710003420
distance 0.187
#15 · Bhandaracell 4710001055
distance 0.187
#16 · Bhandaracell 4710001364
distance 0.188
#17 · Bhandaracell 4710000954
distance 0.188
#18 · Gondiacell 4760000742
distance 0.193 · 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":4710001039}}}'
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.