Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000004256
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
0.329
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730004939
distance 0.329 · cross-district
#2 · Chandrapurcell 4730006759
distance 0.336 · cross-district
#3 · Chandrapurcell 4730006527
distance 0.337 · cross-district
#4 · Yavatmalcell 5000005272
distance 0.375
#5 · Chandrapurcell 4730006197
distance 0.375 · cross-district
#6 · Gadchirolicell 4750008665
distance 0.38 · cross-district
#7 · Yavatmalcell 5000006343
distance 0.386
#8 · Gadchirolicell 4750012090
distance 0.394 · cross-district
#9 · Gadchirolicell 4750003332
distance 0.401 · cross-district
#10 · Gondiacell 4760000789
distance 0.402 · cross-district
#11 · Nagpurcell 4840005734
distance 0.402 · cross-district
#12 · Gadchirolicell 4750003081
distance 0.404 · cross-district
#13 · Chandrapurcell 4730003632
distance 0.409 · cross-district
#14 · Yavatmalcell 5000009339
distance 0.41
#15 · Chandrapurcell 4730006328
distance 0.412 · cross-district
#16 · Chandrapurcell 4730006787
distance 0.418 · cross-district
#17 · Gadchirolicell 4750011602
distance 0.423 · cross-district
#18 · Gadchirolicell 4750011825
distance 0.426 · 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":5000004256}}}'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.