Bhārata Strata · Maharashtra · Akola · morphological twins
Places like cell 4670004352
The MH-36 locality cells most similar to this Akola 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 9 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.177
lower = more alike (weighted)
The twins, closest first
#1 · Buldhanacell 4720006223
distance 0.177 · cross-district
#2 · Akolacell 4670003266
distance 0.194
#3 · Akolacell 4670001820
distance 0.199
#4 · Solapurcell 4960001436
distance 0.205 · cross-district
#5 · Buldhanacell 4720007735
distance 0.211 · cross-district
#6 · Amravaticell 4680002338
distance 0.213 · cross-district
#7 · Solapurcell 4960005010
distance 0.221 · cross-district
#8 · Nagpurcell 4840007136
distance 0.223 · cross-district
#9 · Washimcell 4990004272
distance 0.225 · cross-district
#10 · Buldhanacell 4720005019
distance 0.225 · cross-district
#11 · Nagpurcell 4840006927
distance 0.227 · cross-district
#12 · Parbhanicell 4890004172
distance 0.227 · cross-district
#13 · Amravaticell 4680003279
distance 0.228 · cross-district
#14 · Dharashivcell 4880000737
distance 0.233 · cross-district
#15 · Akolacell 4670003520
distance 0.233
#16 · Nagpurcell 4840006895
distance 0.233 · cross-district
#17 · Jalgaoncell 4780005843
distance 0.238 · cross-district
#18 · Jalgaoncell 4780006143
distance 0.239 · 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":467,"cluster_id":4670004352}}}'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.