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Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003372

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 1 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.174
lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003545
distance 0.174
#2 · Bhandaracell 4710003414
distance 0.185
#3 · Bhandaracell 4710003195
distance 0.189
#4 · Bhandaracell 4710003605
distance 0.204
#5 · Bhandaracell 4710001510
distance 0.226
#6 · Bhandaracell 4710002728
distance 0.233
#7 · Bhandaracell 4710001603
distance 0.234
#8 · Bhandaracell 4710001768
distance 0.236
#9 · Bhandaracell 4710003237
distance 0.238
#10 · Bhandaracell 4710003109
distance 0.239
#11 · Bhandaracell 4710001509
distance 0.248
#12 · Bhandaracell 4710003547
distance 0.248
#13 · Bhandaracell 4710003629
distance 0.248
#14 · Bhandaracell 4710003193
distance 0.248
#15 · Bhandaracell 4710003374
distance 0.25
#16 · Bhandaracell 4710003281
distance 0.252
#17 · Bhandaracell 4710003623
distance 0.252
#18 · Bhandaracell 4710003152
distance 0.258
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":4710003372}}}'
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.