Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000009504
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 7 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.206
lower = more alike (weighted)
The twins, closest first
#1 · Nandedcell 4850000310
distance 0.206 · cross-district
#2 · Yavatmalcell 5000006934
distance 0.211
#3 · Yavatmalcell 5000007194
distance 0.235
#4 · Buldhanacell 4720003093
distance 0.236 · cross-district
#5 · Amravaticell 4680000106
distance 0.237 · cross-district
#6 · Yavatmalcell 5000008471
distance 0.237
#7 · Yavatmalcell 5000008841
distance 0.247
#8 · Yavatmalcell 5000007335
distance 0.251
#9 · Yavatmalcell 5000008710
distance 0.253
#10 · Washimcell 4990001915
distance 0.253 · cross-district
#11 · Nandedcell 4850000692
distance 0.254 · cross-district
#12 · Chandrapurcell 4730003348
distance 0.254 · cross-district
#13 · Yavatmalcell 5000008596
distance 0.258
#14 · Nandedcell 4850002816
distance 0.258 · cross-district
#15 · Beedcell 4700000120
distance 0.258 · cross-district
#16 · Chandrapurcell 4730007112
distance 0.259 · cross-district
#17 · Yavatmalcell 5000008711
distance 0.261
#18 · Buldhanacell 4720002930
distance 0.262 · 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":5000009504}}}'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.