Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770003574
The MH-36 locality cells most similar to this Hingoli 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 6 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.065
lower = more alike (weighted)
The twins, closest first
#1 · Washimcell 4990000725
distance 0.065 · cross-district
#2 · Washimcell 4990000131
distance 0.113 · cross-district
#3 · Hingolicell 4770003741
distance 0.12
#4 · Washimcell 4990000104
distance 0.125 · cross-district
#5 · Washimcell 4990000887
distance 0.135 · cross-district
#6 · Washimcell 4990000180
distance 0.137 · cross-district
#7 · Washimcell 4990000066
distance 0.138 · cross-district
#8 · Washimcell 4990000079
distance 0.142 · cross-district
#9 · Beedcell 4700005760
distance 0.143 · cross-district
#10 · Washimcell 4990001061
distance 0.145 · cross-district
#11 · Amravaticell 4680005380
distance 0.146 · cross-district
#12 · Washimcell 4990001280
distance 0.148 · cross-district
#13 · Washimcell 4990000801
distance 0.149 · cross-district
#14 · Washimcell 4990000363
distance 0.151 · cross-district
#15 · Washimcell 4990000181
distance 0.151 · cross-district
#16 · Washimcell 4990000217
distance 0.156 · cross-district
#17 · Buldhanacell 4720005125
distance 0.157 · cross-district
#18 · Dharashivcell 4880003067
distance 0.159 · 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":477,"cluster_id":4770003574}}}'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.