Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730006641
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
0.045
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730006978
distance 0.045
#2 · Chandrapurcell 4730007206
distance 0.047
#3 · Chandrapurcell 4730006528
distance 0.054
#4 · Chandrapurcell 4730006864
distance 0.054
#5 · Chandrapurcell 4730006639
distance 0.055
#6 · Chandrapurcell 4730006751
distance 0.056
#7 · Chandrapurcell 4730006526
distance 0.06
#8 · Chandrapurcell 4730006863
distance 0.067
#9 · Chandrapurcell 4730006525
distance 0.068
#10 · Chandrapurcell 4730007204
distance 0.076
#11 · Chandrapurcell 4730007093
distance 0.076
#12 · Chandrapurcell 4730007092
distance 0.078
#13 · Chandrapurcell 4730007090
distance 0.078
#14 · Chandrapurcell 4730006977
distance 0.084
#15 · Chandrapurcell 4730007200
distance 0.085
#16 · Chandrapurcell 4730006860
distance 0.086
#17 · Chandrapurcell 4730007203
distance 0.086
#18 · Chandrapurcell 4730007221
distance 0.088
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":4730006641}}}'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.