Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730006741
The MH-36 locality cells most similar to this Chandrapur 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
0.039
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730006964
distance 0.039
#2 · Chandrapurcell 4730006519
distance 0.078
#3 · Chandrapurcell 4730006878
distance 0.078
#4 · Chandrapurcell 4730006969
distance 0.08
#5 · Chandrapurcell 4730006853
distance 0.084
#6 · Chandrapurcell 4730006740
distance 0.086
#7 · Chandrapurcell 4730006632
distance 0.086
#8 · Chandrapurcell 4730006852
distance 0.088
#9 · Chandrapurcell 4730006851
distance 0.09
#10 · Chandrapurcell 4730006965
distance 0.092
#11 · Chandrapurcell 4730006745
distance 0.109
#12 · Chandrapurcell 4730006879
distance 0.11
#13 · Chandrapurcell 4730007079
distance 0.111
#14 · Chandrapurcell 4730007080
distance 0.114
#15 · Chandrapurcell 4730005423
distance 0.118
#16 · Chandrapurcell 4730007078
distance 0.119
#17 · Chandrapurcell 4730006628
distance 0.122
#18 · Chandrapurcell 4730006990
distance 0.127
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":473,"cluster_id":4730006741}}}'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.