Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000004465
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 9 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.25
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730004054
distance 0.25 · cross-district
#2 · Hingolicell 4770002405
distance 0.256 · cross-district
#3 · Chandrapurcell 4730002822
distance 0.265 · cross-district
#4 · Parbhanicell 4890002606
distance 0.265 · cross-district
#5 · Beedcell 4700008600
distance 0.277 · cross-district
#6 · Nandedcell 4850001640
distance 0.286 · cross-district
#7 · Jalgaoncell 4780007998
distance 0.291 · cross-district
#8 · Chandrapurcell 4730002816
distance 0.292 · cross-district
#9 · Yavatmalcell 5000004115
distance 0.292
#10 · Nandedcell 4850000784
distance 0.292 · cross-district
#11 · Yavatmalcell 5000003060
distance 0.292
#12 · Amravaticell 4680003593
distance 0.293 · cross-district
#13 · Nandedcell 4850000766
distance 0.296 · cross-district
#14 · Yavatmalcell 5000004819
distance 0.297
#15 · Beedcell 4700001779
distance 0.298 · cross-district
#16 · Chandrapurcell 4730002821
distance 0.3 · cross-district
#17 · Akolacell 4670002093
distance 0.303 · cross-district
#18 · Jalgaoncell 4780002563
distance 0.304 · 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":5000004465}}}'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.