Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660004473
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 2 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.179
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660004723
distance 0.179
#2 · Ahmednagarcell 4660005305
distance 0.187
#3 · Ahmednagarcell 4660004640
distance 0.197
#4 · Punecell 4900010638
distance 0.201 · cross-district
#5 · Punecell 4900011876
distance 0.222 · cross-district
#6 · Punecell 4900011354
distance 0.226 · cross-district
#7 · Ahmednagarcell 4660004550
distance 0.229
#8 · Punecell 4900012149
distance 0.233 · cross-district
#9 · Punecell 4900011552
distance 0.24 · cross-district
#10 · Punecell 4900011132
distance 0.252 · cross-district
#11 · Punecell 4900011421
distance 0.257 · cross-district
#12 · Punecell 4900008081
distance 0.272 · cross-district
#13 · Punecell 4900011947
distance 0.279 · cross-district
#14 · Punecell 4900011052
distance 0.285 · cross-district
#15 · Punecell 4900001807
distance 0.288 · cross-district
#16 · Punecell 4900008415
distance 0.293 · cross-district
#17 · Punecell 4900010972
distance 0.293 · cross-district
#18 · Ahmednagarcell 4660005308
distance 0.301
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":4660004473}}}'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.