Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000004111
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 6 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.181
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730004410
distance 0.181 · cross-district
#2 · Yavatmalcell 5000002606
distance 0.186
#3 · Yavatmalcell 5000004453
distance 0.19
#4 · Buldhanacell 4720004365
distance 0.208 · cross-district
#5 · Chandrapurcell 4730006732
distance 0.211 · cross-district
#6 · Yavatmalcell 5000002895
distance 0.212
#7 · Nagpurcell 4840007399
distance 0.214 · cross-district
#8 · Yavatmalcell 5000002102
distance 0.215
#9 · Yavatmalcell 5000004289
distance 0.221
#10 · Nagpurcell 4840007314
distance 0.225 · cross-district
#11 · Solapurcell 4960004864
distance 0.227 · cross-district
#12 · Yavatmalcell 5000004098
distance 0.227
#13 · Yavatmalcell 5000003221
distance 0.229
#14 · Yavatmalcell 5000005973
distance 0.23
#15 · Yavatmalcell 5000002339
distance 0.23
#16 · Yavatmalcell 5000001842
distance 0.235
#17 · Yavatmalcell 5000003380
distance 0.236
#18 · Amravaticell 4680004177
distance 0.236 · 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":5000004111}}}'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.