Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730006367
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
0.069
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730006131
distance 0.069
#2 · Chandrapurcell 4730005920
distance 0.073
#3 · Chandrapurcell 4730005695
distance 0.078
#4 · Chandrapurcell 4730006368
distance 0.092
#5 · Chandrapurcell 4730006365
distance 0.098
#6 · Chandrapurcell 4730006245
distance 0.099
#7 · Chandrapurcell 4730006246
distance 0.101
#8 · Yavatmalcell 5000007700
distance 0.102 · cross-district
#9 · Chandrapurcell 4730006036
distance 0.104
#10 · Chandrapurcell 4730005378
distance 0.105
#11 · Chandrapurcell 4730006360
distance 0.106
#12 · Chandrapurcell 4730005590
distance 0.108
#13 · Yavatmalcell 5000007691
distance 0.11 · cross-district
#14 · Yavatmalcell 5000007956
distance 0.113 · cross-district
#15 · Chandrapurcell 4730006152
distance 0.113
#16 · Yavatmalcell 5000007699
distance 0.114 · cross-district
#17 · Chandrapurcell 4730005696
distance 0.116
#18 · Chandrapurcell 4730005589
distance 0.122
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":4730006367}}}'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.