Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660010069
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 10 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.335
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880002008
distance 0.335 · cross-district
#2 · Buldhanacell 4720002205
distance 0.353 · cross-district
#3 · Dharashivcell 4880001570
distance 0.358 · cross-district
#4 · Beedcell 4700002465
distance 0.365 · cross-district
#5 · Sanglicell 4930006229
distance 0.366 · cross-district
#6 · Dhulecell 4740002177
distance 0.371 · cross-district
#7 · Washimcell 4990003913
distance 0.373 · cross-district
#8 · Nandedcell 4850002054
distance 0.376 · cross-district
#9 · Beedcell 4700000201
distance 0.384 · cross-district
#10 · Washimcell 4990004253
distance 0.388 · cross-district
#11 · Ahmednagarcell 4660010235
distance 0.395
#12 · Nashikcell 4870013209
distance 0.396 · cross-district
#13 · Dharashivcell 4880005770
distance 0.399 · cross-district
#14 · Buldhanacell 4720002758
distance 0.399 · cross-district
#15 · Ahmednagarcell 4660012164
distance 0.4
#16 · Jalgaoncell 4780000576
distance 0.401 · cross-district
#17 · Nandedcell 4850000240
distance 0.402 · cross-district
#18 · Dharashivcell 4880000558
distance 0.405 · 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":4660010069}}}'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.