Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730002079
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
45
morphology-v2 feature dimensions
Closest twin distance
0.052
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730001750
distance 0.052
#2 · Chandrapurcell 4730001402
distance 0.052
#3 · Chandrapurcell 4730001491
distance 0.054
#4 · Chandrapurcell 4730001923
distance 0.062
#5 · Chandrapurcell 4730001585
distance 0.064
#6 · Chandrapurcell 4730001998
distance 0.068
#7 · Chandrapurcell 4730001494
distance 0.069
#8 · Chandrapurcell 4730001492
distance 0.071
#9 · Chandrapurcell 4730002000
distance 0.076
#10 · Chandrapurcell 4730001917
distance 0.089
#11 · Chandrapurcell 4730001301
distance 0.091
#12 · Chandrapurcell 4730001586
distance 0.091
#13 · Chandrapurcell 4730001584
distance 0.092
#14 · Chandrapurcell 4730001496
distance 0.092
#15 · Chandrapurcell 4730001578
distance 0.092
#16 · Chandrapurcell 4730001834
distance 0.092
#17 · Chandrapurcell 4730001915
distance 0.095
#18 · Chandrapurcell 4730001919
distance 0.096
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":4730002079}}}'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.