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Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008554

The MH-36 locality cells most similar to this Chandrapur 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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.099
lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009090
distance 0.099
#2 · Chandrapurcell 4730009164
distance 0.114
#3 · Chandrapurcell 4730009222
distance 0.119
#4 · Chandrapurcell 4730008880
distance 0.125
#5 · Chandrapurcell 4730009094
distance 0.128
#6 · Chandrapurcell 4730009026
distance 0.129
#7 · Chandrapurcell 4730009099
distance 0.132
#8 · Chandrapurcell 4730009019
distance 0.134
#9 · Chandrapurcell 4730008269
distance 0.136
#10 · Chandrapurcell 4730008957
distance 0.137
#11 · Wardhacell 4980000993
distance 0.139 · cross-district
#12 · Wardhacell 4980000992
distance 0.141 · cross-district
#13 · Nagpurcell 4840000290
distance 0.141 · cross-district
#14 · Chandrapurcell 4730007776
distance 0.144
#15 · Wardhacell 4980000817
distance 0.144 · cross-district
#16 · Chandrapurcell 4730007729
distance 0.145
#17 · Bhandaracell 4710000081
distance 0.145 · cross-district
#18 · Chandrapurcell 4730008951
distance 0.15
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":473,"cluster_id":4730008554}}}'
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.