Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880004932
The MH-36 locality cells most similar to this Dharashiv 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
0.141
lower = more alike (weighted)
The twins, closest first
#1 · Laturcell 4810002476
distance 0.141 · cross-district
#2 · Beedcell 4700000007
distance 0.145 · cross-district
#3 · Laturcell 4810004355
distance 0.154 · cross-district
#4 · Laturcell 4810003353
distance 0.158 · cross-district
#5 · Laturcell 4810004066
distance 0.159 · cross-district
#6 · Laturcell 4810004660
distance 0.162 · cross-district
#7 · Laturcell 4810003355
distance 0.169 · cross-district
#8 · Laturcell 4810003149
distance 0.172 · cross-district
#9 · Laturcell 4810004265
distance 0.173 · cross-district
#10 · Laturcell 4810003742
distance 0.176 · cross-district
#11 · Laturcell 4810002675
distance 0.177 · cross-district
#12 · Laturcell 4810002486
distance 0.181 · cross-district
#13 · Laturcell 4810004348
distance 0.182 · cross-district
#14 · Laturcell 4810002454
distance 0.183 · cross-district
#15 · Laturcell 4810002769
distance 0.183 · cross-district
#16 · Laturcell 4810004352
distance 0.185 · cross-district
#17 · Laturcell 4810003848
distance 0.185 · cross-district
#18 · Laturcell 4810003237
distance 0.187 · 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":488,"cluster_id":4880004932}}}'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.