Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880002183
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 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.171
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880002160
distance 0.171
#2 · Dharashivcell 4880001684
distance 0.188
#3 · Dharashivcell 4880001468
distance 0.195
#4 · Laturcell 4810001947
distance 0.197 · cross-district
#5 · Laturcell 4810001230
distance 0.204 · cross-district
#6 · Laturcell 4810001906
distance 0.208 · cross-district
#7 · Dharashivcell 4880001928
distance 0.208
#8 · Laturcell 4810001355
distance 0.212 · cross-district
#9 · Dharashivcell 4880002396
distance 0.215
#10 · Laturcell 4810001070
distance 0.216 · cross-district
#11 · Washimcell 4990001386
distance 0.223 · cross-district
#12 · Dharashivcell 4880002224
distance 0.224
#13 · Dharashivcell 4880003509
distance 0.225
#14 · Laturcell 4810000962
distance 0.227 · cross-district
#15 · Dharashivcell 4880003294
distance 0.227
#16 · Beedcell 4700000952
distance 0.227 · cross-district
#17 · Sanglicell 4930001079
distance 0.229 · cross-district
#18 · Laturcell 4810001042
distance 0.23 · 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":4880002183}}}'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.