Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660006830
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 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.196
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700002297
distance 0.196 · cross-district
#2 · Buldhanacell 4720002593
distance 0.207 · cross-district
#3 · Dharashivcell 4880004338
distance 0.207 · cross-district
#4 · Beedcell 4700002804
distance 0.209 · cross-district
#5 · Ahmednagarcell 4660007110
distance 0.211
#6 · Ahmednagarcell 4660006957
distance 0.214
#7 · Buldhanacell 4720001823
distance 0.214 · cross-district
#8 · Ahmednagarcell 4660006831
distance 0.215
#9 · Ahmednagarcell 4660007112
distance 0.219
#10 · Ahmednagarcell 4660008450
distance 0.219
#11 · Laturcell 4810001513
distance 0.22 · cross-district
#12 · Buldhanacell 4720002339
distance 0.221 · cross-district
#13 · Ahmednagarcell 4660006543
distance 0.221
#14 · Buldhanacell 4720001892
distance 0.222 · cross-district
#15 · Beedcell 4700001989
distance 0.222 · cross-district
#16 · Laturcell 4810001269
distance 0.223 · cross-district
#17 · Buldhanacell 4720003043
distance 0.224 · cross-district
#18 · Buldhanacell 4720001515
distance 0.224 · 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":4660006830}}}'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.