Bhārata Strata · Maharashtra · Dhule · morphological twins
Places like cell 4740004171
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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.142
lower = more alike (weighted)
The twins, closest first
#1 · Nandurbarcell 4860001196
distance 0.142 · cross-district
#2 · Nandurbarcell 4860000983
distance 0.178 · cross-district
#3 · Dhulecell 4740003897
distance 0.181
#4 · Nandurbarcell 4860000584
distance 0.191 · cross-district
#5 · Nandurbarcell 4860001190
distance 0.192 · cross-district
#6 · Nandurbarcell 4860000925
distance 0.193 · cross-district
#7 · Nandurbarcell 4860001133
distance 0.199 · cross-district
#8 · Nandurbarcell 4860000979
distance 0.207 · cross-district
#9 · Dhulecell 4740004251
distance 0.207
#10 · Nandurbarcell 4860000971
distance 0.209 · cross-district
#11 · Nandurbarcell 4860001085
distance 0.211 · cross-district
#12 · Dhulecell 4740003898
distance 0.214
#13 · Nandurbarcell 4860000588
distance 0.216 · cross-district
#14 · Dhulecell 4740003482
distance 0.216
#15 · Dhulecell 4740005653
distance 0.217
#16 · Nandurbarcell 4860001032
distance 0.219 · cross-district
#17 · Nandurbarcell 4860000697
distance 0.221 · cross-district
#18 · Nandurbarcell 4860000638
distance 0.221 · 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":4740004171}}}'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.