Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000001906
The MH-36 locality cells most similar to this Yavatmal 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
44
morphology-v2 feature dimensions
Closest twin distance
0.177
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000001907
distance 0.177
#2 · Yavatmalcell 5000001327
distance 0.181
#3 · Yavatmalcell 5000001378
distance 0.183
#4 · Yavatmalcell 5000001326
distance 0.189
#5 · Hingolicell 4770002541
distance 0.197 · cross-district
#6 · Yavatmalcell 5000001328
distance 0.201
#7 · Hingolicell 4770003130
distance 0.204 · cross-district
#8 · Yavatmalcell 5000001549
distance 0.21
#9 · Hingolicell 4770002818
distance 0.218 · cross-district
#10 · Yavatmalcell 5000001781
distance 0.224
#11 · Yavatmalcell 5000006412
distance 0.232
#12 · Yavatmalcell 5000001275
distance 0.234
#13 · Hingolicell 4770002817
distance 0.235 · cross-district
#14 · Hingolicell 4770002895
distance 0.236 · cross-district
#15 · Hingolicell 4770002468
distance 0.241 · cross-district
#16 · Yavatmalcell 5000006275
distance 0.242
#17 · Akolacell 4670000589
distance 0.251 · cross-district
#18 · Beedcell 4700007267
distance 0.252 · 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":500,"cluster_id":5000001906}}}'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.