Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000010563
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 10 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.156
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840000535
distance 0.156 · cross-district
#2 · Yavatmalcell 5000010539
distance 0.175
#3 · Yavatmalcell 5000010557
distance 0.179
#4 · Yavatmalcell 5000010909
distance 0.183
#5 · Washimcell 4990004235
distance 0.185 · cross-district
#6 · Yavatmalcell 5000010547
distance 0.191
#7 · Buldhanacell 4720002950
distance 0.191 · cross-district
#8 · Nandedcell 4850000558
distance 0.192 · cross-district
#9 · Amravaticell 4680006054
distance 0.192 · cross-district
#10 · Beedcell 4700004140
distance 0.193 · cross-district
#11 · Nagpurcell 4840000536
distance 0.193 · cross-district
#12 · Chandrapurcell 4730003016
distance 0.196 · cross-district
#13 · Beedcell 4700007057
distance 0.199 · cross-district
#14 · Amravaticell 4680004758
distance 0.2 · cross-district
#15 · Nagpurcell 4840001900
distance 0.201 · cross-district
#16 · Bhandaracell 4710001620
distance 0.202 · cross-district
#17 · Wardhacell 4980000645
distance 0.202 · cross-district
#18 · Amravaticell 4680001020
distance 0.203 · 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":5000010563}}}'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.