Bhārata Strata · Maharashtra · Dhule · morphological twins
Places like cell 4740004937
The MH-36 locality cells most similar to this Dhule 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 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.079
lower = more alike (weighted)
The twins, closest first
#1 · Nandurbarcell 4860001111
distance 0.079 · cross-district
#2 · Nandurbarcell 4860001011
distance 0.086 · cross-district
#3 · Nandurbarcell 4860001060
distance 0.095 · cross-district
#4 · Dhulecell 4740005070
distance 0.106
#5 · Nandurbarcell 4860001331
distance 0.114 · cross-district
#6 · Nandurbarcell 4860001064
distance 0.123 · cross-district
#7 · Nandurbarcell 4860001007
distance 0.126 · cross-district
#8 · Nandurbarcell 4860001274
distance 0.131 · cross-district
#9 · Nandurbarcell 4860001062
distance 0.136 · cross-district
#10 · Nandurbarcell 4860001328
distance 0.148 · cross-district
#11 · Nandurbarcell 4860001224
distance 0.151 · cross-district
#12 · Dhulecell 4740003777
distance 0.151
#13 · Nandurbarcell 4860001496
distance 0.153 · cross-district
#14 · Nashikcell 4870011125
distance 0.167 · cross-district
#15 · Nandurbarcell 4860001495
distance 0.169 · cross-district
#16 · Nandurbarcell 4860001061
distance 0.171 · cross-district
#17 · Nashikcell 4870011478
distance 0.172 · cross-district
#18 · Nandurbarcell 4860002026
distance 0.173 · 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":474,"cluster_id":4740004937}}}'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.