Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730006705
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 2 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.06
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730006597
distance 0.06
#2 · Chandrapurcell 4730006936
distance 0.088
#3 · Chandrapurcell 4730006713
distance 0.103
#4 · Chandrapurcell 4730006819
distance 0.11
#5 · Chandrapurcell 4730007050
distance 0.128
#6 · Chandrapurcell 4730007160
distance 0.129
#7 · Chandrapurcell 4730006704
distance 0.13
#8 · Chandrapurcell 4730006479
distance 0.134
#9 · Chandrapurcell 4730006816
distance 0.136
#10 · Chandrapurcell 4730006482
distance 0.136
#11 · Yavatmalcell 5000007423
distance 0.137 · cross-district
#12 · Chandrapurcell 4730007044
distance 0.139
#13 · Chandrapurcell 4730006483
distance 0.139
#14 · Chandrapurcell 4730006480
distance 0.14
#15 · Chandrapurcell 4730006596
distance 0.14
#16 · Chandrapurcell 4730006817
distance 0.142
#17 · Chandrapurcell 4730007049
distance 0.153
#18 · Yavatmalcell 5000007558
distance 0.155 · 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":473,"cluster_id":4730006705}}}'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.