Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880001425
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 8 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.225
lower = more alike (weighted)
The twins, closest first
#1 · Laturcell 4810002235
distance 0.225 · cross-district
#2 · Dharashivcell 4880001404
distance 0.239
#3 · Sanglicell 4930000313
distance 0.26 · cross-district
#4 · Beedcell 4700007598
distance 0.262 · cross-district
#5 · Solapurcell 4960005091
distance 0.266 · cross-district
#6 · Solapurcell 4960007232
distance 0.267 · cross-district
#7 · Sanglicell 4930005152
distance 0.269 · cross-district
#8 · Sanglicell 4930002691
distance 0.28 · cross-district
#9 · Beedcell 4700002865
distance 0.281 · cross-district
#10 · Beedcell 4700007586
distance 0.283 · cross-district
#11 · Chhatrapati Sambhajinagarcell 4690001491
distance 0.285 · cross-district
#12 · Nandedcell 4850001850
distance 0.287 · cross-district
#13 · Beedcell 4700002522
distance 0.289 · cross-district
#14 · Ahmednagarcell 4660001001
distance 0.29 · cross-district
#15 · Ahmednagarcell 4660000335
distance 0.292 · cross-district
#16 · Dharashivcell 4880005533
distance 0.292
#17 · Laturcell 4810000688
distance 0.292 · cross-district
#18 · Laturcell 4810002073
distance 0.295 · 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":4880001425}}}'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.