Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700007132
The MH-36 locality cells most similar to this Beed 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
43
morphology-v2 feature dimensions
Closest twin distance
0.121
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880004934
distance 0.121 · cross-district
#2 · Solapurcell 4960012374
distance 0.122 · cross-district
#3 · Ahmednagarcell 4660001377
distance 0.126 · cross-district
#4 · Parbhanicell 4890002234
distance 0.135 · cross-district
#5 · Solapurcell 4960012586
distance 0.136 · cross-district
#6 · Ahmednagarcell 4660001120
distance 0.145 · cross-district
#7 · Ahmednagarcell 4660000840
distance 0.146 · cross-district
#8 · Parbhanicell 4890002235
distance 0.157 · cross-district
#9 · Parbhanicell 4890002227
distance 0.157 · cross-district
#10 · Hingolicell 4770003913
distance 0.161 · cross-district
#11 · Parbhanicell 4890001899
distance 0.162 · cross-district
#12 · Hingolicell 4770003879
distance 0.162 · cross-district
#13 · Solapurcell 4960012492
distance 0.163 · cross-district
#14 · Parbhanicell 4890002233
distance 0.164 · cross-district
#15 · Ahmednagarcell 4660001285
distance 0.165 · cross-district
#16 · Ahmednagarcell 4660013861
distance 0.166 · cross-district
#17 · Solapurcell 4960012299
distance 0.166 · cross-district
#18 · Solapurcell 4960012123
distance 0.167 · 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":470,"cluster_id":4700007132}}}'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.