Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000001745
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 8 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.199
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730001826
distance 0.199 · cross-district
#2 · Yavatmalcell 5000002338
distance 0.204
#3 · Yavatmalcell 5000002447
distance 0.213
#4 · Chandrapurcell 4730002762
distance 0.224 · cross-district
#5 · Yavatmalcell 5000001859
distance 0.224
#6 · Beedcell 4700008443
distance 0.226 · cross-district
#7 · Yavatmalcell 5000003994
distance 0.227
#8 · Parbhanicell 4890002417
distance 0.229 · cross-district
#9 · Yavatmalcell 5000010402
distance 0.23
#10 · Chandrapurcell 4730003717
distance 0.233 · cross-district
#11 · Yavatmalcell 5000003740
distance 0.24
#12 · Jalnacell 4790003393
distance 0.241 · cross-district
#13 · Parbhanicell 4890002116
distance 0.242 · cross-district
#14 · Gondiacell 4760000064
distance 0.242 · cross-district
#15 · Chandrapurcell 4730004615
distance 0.243 · cross-district
#16 · Yavatmalcell 5000002066
distance 0.243
#17 · Nagpurcell 4840001444
distance 0.247 · cross-district
#18 · Amravaticell 4680004373
distance 0.248 · 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":5000001745}}}'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.