Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880002842
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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.18
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880003174
distance 0.18
#2 · Dharashivcell 4880003380
distance 0.188
#3 · Dharashivcell 4880003270
distance 0.202
#4 · Solapurcell 4960005039
distance 0.219 · cross-district
#5 · Solapurcell 4960010750
distance 0.221 · cross-district
#6 · Dharashivcell 4880002907
distance 0.222
#7 · Laturcell 4810001091
distance 0.228 · cross-district
#8 · Dharashivcell 4880004885
distance 0.232
#9 · Sanglicell 4930003983
distance 0.24 · cross-district
#10 · Dharashivcell 4880002960
distance 0.243
#11 · Dharashivcell 4880003580
distance 0.243
#12 · Sanglicell 4930002601
distance 0.243 · cross-district
#13 · Laturcell 4810001469
distance 0.245 · cross-district
#14 · Dharashivcell 4880002985
distance 0.246
#15 · Sanglicell 4930003504
distance 0.246 · cross-district
#16 · Dharashivcell 4880003273
distance 0.247
#17 · Solapurcell 4960000374
distance 0.248 · cross-district
#18 · Solapurcell 4960002322
distance 0.248 · 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":4880002842}}}'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.