Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770001906
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 1 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.091
lower = more alike (weighted)
The twins, closest first
#1 · Hingolicell 4770001847
distance 0.091
#2 · Hingolicell 4770001911
distance 0.113
#3 · Hingolicell 4770002089
distance 0.113
#4 · Hingolicell 4770002032
distance 0.113
#5 · Hingolicell 4770001846
distance 0.131
#6 · Hingolicell 4770002034
distance 0.134
#7 · Hingolicell 4770003414
distance 0.162
#8 · Hingolicell 4770001972
distance 0.163
#9 · Hingolicell 4770001970
distance 0.164
#10 · Hingolicell 4770001851
distance 0.174
#11 · Hingolicell 4770002090
distance 0.176
#12 · Hingolicell 4770001967
distance 0.177
#13 · Hingolicell 4770003412
distance 0.177
#14 · Hingolicell 4770002027
distance 0.179
#15 · Hingolicell 4770001912
distance 0.179
#16 · Hingolicell 4770002091
distance 0.181
#17 · Hingolicell 4770001969
distance 0.185
#18 · Hingolicell 4770002023
distance 0.194
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":4770001906}}}'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.