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Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003366

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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.231
lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003137
distance 0.231
#2 · Bhandaracell 4710003181
distance 0.232
#3 · Bhandaracell 4710003502
distance 0.262
#4 · Bhandaracell 4710003559
distance 0.288
#5 · Bhandaracell 4710003553
distance 0.295
#6 · Bhandaracell 4710003404
distance 0.299
#7 · Amravaticell 4680009840
distance 0.299 · cross-district
#8 · Bhandaracell 4710003412
distance 0.308
#9 · Bhandaracell 4710003364
distance 0.308
#10 · Bhandaracell 4710003615
distance 0.312
#11 · Bhandaracell 4710003226
distance 0.318
#12 · Bhandaracell 4710003524
distance 0.322
#13 · Bhandaracell 4710003186
distance 0.324
#14 · Bhandaracell 4710003586
distance 0.327
#15 · Bhandaracell 4710003548
distance 0.328
#16 · Bhandaracell 4710003560
distance 0.332
#17 · Bhandaracell 4710003448
distance 0.334
#18 · Bhandaracell 4710003363
distance 0.335
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":4710003366}}}'
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.