Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660013992
The MH-36 locality cells most similar to this Ahmednagar 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 7 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.221
lower = more alike (weighted)
The twins, closest first
#1 · Nashikcell 4870007985
distance 0.221 · cross-district
#2 · Ahmednagarcell 4660011828
distance 0.252
#3 · Nashikcell 4870010837
distance 0.259 · cross-district
#4 · Ahmednagarcell 4660012306
distance 0.29
#5 · Ahmednagarcell 4660010853
distance 0.301
#6 · Nashikcell 4870011339
distance 0.311 · cross-district
#7 · Punecell 4900002930
distance 0.315 · cross-district
#8 · Ahmednagarcell 4660013438
distance 0.318
#9 · Ahmednagarcell 4660011553
distance 0.324
#10 · Nandedcell 4850004115
distance 0.328 · cross-district
#11 · Dhulecell 4740000872
distance 0.329 · cross-district
#12 · Ahmednagarcell 4660004099
distance 0.329
#13 · Ahmednagarcell 4660012455
distance 0.33
#14 · Punecell 4900003079
distance 0.333 · cross-district
#15 · Ahmednagarcell 4660001837
distance 0.333
#16 · Dhulecell 4740006006
distance 0.333 · cross-district
#17 · Beedcell 4700001917
distance 0.335 · cross-district
#18 · Sanglicell 4930001213
distance 0.335 · 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":466,"cluster_id":4660013992}}}'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.