Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770000152
The MH-36 locality cells most similar to this Hingoli 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 6 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.184
lower = more alike (weighted)
The twins, closest first
#1 · Jalnacell 4790000479
distance 0.184 · cross-district
#2 · Nandedcell 4850002035
distance 0.184 · cross-district
#3 · Washimcell 4990002236
distance 0.191 · cross-district
#4 · Washimcell 4990000836
distance 0.197 · cross-district
#5 · Hingolicell 4770000778
distance 0.2
#6 · Washimcell 4990004124
distance 0.204 · cross-district
#7 · Buldhanacell 4720005538
distance 0.21 · cross-district
#8 · Jalnacell 4790000969
distance 0.211 · cross-district
#9 · Buldhanacell 4720004656
distance 0.213 · cross-district
#10 · Buldhanacell 4720000436
distance 0.217 · cross-district
#11 · Buldhanacell 4720004229
distance 0.217 · cross-district
#12 · Jalnacell 4790003839
distance 0.217 · cross-district
#13 · Hingolicell 4770003945
distance 0.218
#14 · Parbhanicell 4890004242
distance 0.218 · cross-district
#15 · Buldhanacell 4720005973
distance 0.22 · cross-district
#16 · Washimcell 4990000286
distance 0.22 · cross-district
#17 · Buldhanacell 4720002788
distance 0.222 · cross-district
#18 · Buldhanacell 4720003165
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":477,"cluster_id":4770000152}}}'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.