Bhārata Strata · Maharashtra · Nandurbar · morphological twins
Places like cell 4860002178
The MH-36 locality cells most similar to this Nandurbar 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
0.043
lower = more alike (weighted)
The twins, closest first
#1 · Nandurbarcell 4860002179
distance 0.043
#2 · Nandurbarcell 4860002182
distance 0.082
#3 · Nandurbarcell 4860002850
distance 0.12
#4 · Nandurbarcell 4860001793
distance 0.131
#5 · Dhulecell 4740005352
distance 0.133 · cross-district
#6 · Dhulecell 4740005357
distance 0.133 · cross-district
#7 · Nandurbarcell 4860002238
distance 0.135
#8 · Dhulecell 4740005403
distance 0.138 · cross-district
#9 · Dhulecell 4740005280
distance 0.142 · cross-district
#10 · Nandurbarcell 4860002237
distance 0.146
#11 · Nandurbarcell 4860001941
distance 0.148
#12 · Dhulecell 4740004887
distance 0.15 · cross-district
#13 · Nandurbarcell 4860002012
distance 0.15
#14 · Nandurbarcell 4860001852
distance 0.156
#15 · Nandurbarcell 4860002029
distance 0.157
#16 · Dhulecell 4740004822
distance 0.158 · cross-district
#17 · Dhulecell 4740005030
distance 0.162 · cross-district
#18 · Dhulecell 4740004826
distance 0.165 · 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":486,"cluster_id":4860002178}}}'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.