Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000010201
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 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.196
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000010092
distance 0.196
#2 · Yavatmalcell 5000010200
distance 0.206
#3 · Yavatmalcell 5000010305
distance 0.229
#4 · Yavatmalcell 5000010487
distance 0.262
#5 · Yavatmalcell 5000009430
distance 0.268
#6 · Nagpurcell 4840004050
distance 0.281 · cross-district
#7 · Nagpurcell 4840004160
distance 0.296 · cross-district
#8 · Yavatmalcell 5000010582
distance 0.296
#9 · Chhatrapati Sambhajinagarcell 4690003998
distance 0.301 · cross-district
#10 · Yavatmalcell 5000010587
distance 0.304
#11 · Yavatmalcell 5000009320
distance 0.307
#12 · Yavatmalcell 5000010090
distance 0.307
#13 · Yavatmalcell 5000009662
distance 0.308
#14 · Yavatmalcell 5000010084
distance 0.309
#15 · Chandrapurcell 4730004799
distance 0.31 · cross-district
#16 · Wardhacell 4980003240
distance 0.311 · cross-district
#17 · Yavatmalcell 5000008984
distance 0.314
#18 · Nagpurcell 4840004159
distance 0.314 · 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":5000010201}}}'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.