Bhārata Strata · Maharashtra · Dhule · morphological twins
Places like cell 4740003955
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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.157
lower = more alike (weighted)
The twins, closest first
#1 · Dhulecell 4740003785
distance 0.157
#2 · Nandurbarcell 4860002319
distance 0.209 · cross-district
#3 · Dhulecell 4740003617
distance 0.21
#4 · Dhulecell 4740003618
distance 0.219
#5 · Nandurbarcell 4860001849
distance 0.222 · cross-district
#6 · Dhulecell 4740003956
distance 0.232
#7 · Jalgaoncell 4780001249
distance 0.234 · cross-district
#8 · Nandurbarcell 4860001936
distance 0.243 · cross-district
#9 · Jalgaoncell 4780001177
distance 0.251 · cross-district
#10 · Dhulecell 4740005020
distance 0.252
#11 · Nandurbarcell 4860002590
distance 0.256 · cross-district
#12 · Dhulecell 4740003620
distance 0.256
#13 · Dhulecell 4740003948
distance 0.258
#14 · Nandurbarcell 4860002767
distance 0.258 · cross-district
#15 · Nandurbarcell 4860002973
distance 0.258 · cross-district
#16 · Jalgaoncell 4780004210
distance 0.258 · cross-district
#17 · Nashikcell 4870002778
distance 0.26 · cross-district
#18 · Nandurbarcell 4860002020
distance 0.262 · 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":4740003955}}}'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.