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Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660012321

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 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.154
lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010036
distance 0.154
#2 · Ahmednagarcell 4660006922
distance 0.158
#3 · Ahmednagarcell 4660012615
distance 0.163
#4 · Ahmednagarcell 4660009552
distance 0.178
#5 · Ahmednagarcell 4660007051
distance 0.183
#6 · Ahmednagarcell 4660007910
distance 0.184
#7 · Ahmednagarcell 4660010192
distance 0.184
#8 · Ahmednagarcell 4660008376
distance 0.187
#9 · Ahmednagarcell 4660009358
distance 0.188
#10 · Solapurcell 4960007770
distance 0.191 · cross-district
#11 · Ahmednagarcell 4660009553
distance 0.192
#12 · Ahmednagarcell 4660007908
distance 0.192
#13 · Ahmednagarcell 4660009205
distance 0.196
#14 · Ahmednagarcell 4660010693
distance 0.196
#15 · Ahmednagarcell 4660008867
distance 0.196
#16 · Dhulecell 4740005771
distance 0.199 · cross-district
#17 · Ahmednagarcell 4660004107
distance 0.201
#18 · Ahmednagarcell 4660009532
distance 0.202
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":4660012321}}}'
Machine-readable JSON twin →Full dossier →

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.