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Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000000

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
0.085
lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000002
distance 0.085
#2 · Bhandaracell 4710000001
distance 0.101
#3 · Bhandaracell 4710000019
distance 0.107
#4 · Bhandaracell 4710000003
distance 0.11
#5 · Chandrapurcell 4730009490
distance 0.118 · cross-district
#6 · Bhandaracell 4710000009
distance 0.119
#7 · Bhandaracell 4710000022
distance 0.123
#8 · Bhandaracell 4710000057
distance 0.123
#9 · Chandrapurcell 4730009727
distance 0.134 · cross-district
#10 · Bhandaracell 4710000051
distance 0.134
#11 · Bhandaracell 4710000017
distance 0.137
#12 · Chandrapurcell 4730009550
distance 0.143 · cross-district
#13 · Bhandaracell 4710000050
distance 0.154
#14 · Bhandaracell 4710000018
distance 0.155
#15 · Bhandaracell 4710000004
distance 0.156
#16 · Bhandaracell 4710000028
distance 0.164
#17 · Chandrapurcell 4730009493
distance 0.165 · cross-district
#18 · Chandrapurcell 4730009439
distance 0.165 · 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":4710000000}}}'
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.