Bhārata Strata · Maharashtra · Buldhana · morphological twins
Places like cell 4720000708
The MH-36 locality cells most similar to this Buldhana 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 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.086
lower = more alike (weighted)
The twins, closest first
#1 · Buldhanacell 4720000707
distance 0.086
#2 · Buldhanacell 4720001295
distance 0.123
#3 · Buldhanacell 4720000504
distance 0.125
#4 · Buldhanacell 4720001235
distance 0.128
#5 · Buldhanacell 4720001083
distance 0.129
#6 · Buldhanacell 4720000332
distance 0.133
#7 · Jalnacell 4790003659
distance 0.134 · cross-district
#8 · Jalnacell 4790003731
distance 0.136 · cross-district
#9 · Buldhanacell 4720000771
distance 0.138
#10 · Buldhanacell 4720002273
distance 0.139
#11 · Buldhanacell 4720000725
distance 0.141
#12 · Buldhanacell 4720001168
distance 0.152
#13 · Buldhanacell 4720001092
distance 0.153
#14 · Buldhanacell 4720002183
distance 0.155
#15 · Buldhanacell 4720001215
distance 0.155
#16 · Buldhanacell 4720000234
distance 0.155
#17 · Beedcell 4700000888
distance 0.158 · cross-district
#18 · Jalnacell 4790003975
distance 0.158 · 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":472,"cluster_id":4720000708}}}'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.