Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000004173
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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.112
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730005098
distance 0.112 · cross-district
#2 · Yavatmalcell 5000004345
distance 0.127
#3 · Chandrapurcell 4730004815
distance 0.128 · cross-district
#4 · Chandrapurcell 4730004817
distance 0.146 · cross-district
#5 · Chandrapurcell 4730004724
distance 0.148 · cross-district
#6 · Chandrapurcell 4730004818
distance 0.148 · cross-district
#7 · Chandrapurcell 4730004725
distance 0.149 · cross-district
#8 · Chandrapurcell 4730005003
distance 0.154 · cross-district
#9 · Chandrapurcell 4730004631
distance 0.154 · cross-district
#10 · Chandrapurcell 4730005007
distance 0.156 · cross-district
#11 · Chandrapurcell 4730005739
distance 0.157 · cross-district
#12 · Chandrapurcell 4730005097
distance 0.157 · cross-district
#13 · Chandrapurcell 4730004910
distance 0.159 · cross-district
#14 · Yavatmalcell 5000002925
distance 0.16
#15 · Chandrapurcell 4730005631
distance 0.16 · cross-district
#16 · Chandrapurcell 4730005004
distance 0.161 · cross-district
#17 · Chandrapurcell 4730004630
distance 0.162 · cross-district
#18 · Yavatmalcell 5000004699
distance 0.165
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":5000004173}}}'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.