Bhārata Strata · Maharashtra · Solapur · morphological twins
Places like cell 4960002448
The MH-36 locality cells most similar to this Solapur 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 10 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.175
lower = more alike (weighted)
The twins, closest first
#1 · Solapurcell 4960002568
distance 0.175
#2 · Solapurcell 4960002449
distance 0.176
#3 · Jalnacell 4790004023
distance 0.227 · cross-district
#4 · Washimcell 4990000120
distance 0.23 · cross-district
#5 · Akolacell 4670003584
distance 0.232 · cross-district
#6 · Solapurcell 4960000962
distance 0.237
#7 · Beedcell 4700004482
distance 0.241 · cross-district
#8 · Jalnacell 4790003662
distance 0.245 · cross-district
#9 · Punecell 4900004710
distance 0.252 · cross-district
#10 · Parbhanicell 4890003882
distance 0.253 · cross-district
#11 · Sanglicell 4930006366
distance 0.254 · cross-district
#12 · Dharashivcell 4880004535
distance 0.254 · cross-district
#13 · Beedcell 4700002702
distance 0.256 · cross-district
#14 · Solapurcell 4960003908
distance 0.257
#15 · Dharashivcell 4880004448
distance 0.258 · cross-district
#16 · Buldhanacell 4720003651
distance 0.259 · cross-district
#17 · Buldhanacell 4720000669
distance 0.26 · cross-district
#18 · Buldhanacell 4720001220
distance 0.263 · 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":496,"cluster_id":4960002448}}}'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.