Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730009090
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
0.077
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730009287
distance 0.077
#2 · Chandrapurcell 4730009164
distance 0.08
#3 · Chandrapurcell 4730009019
distance 0.084
#4 · Chandrapurcell 4730008957
distance 0.089
#5 · Chandrapurcell 4730008958
distance 0.096
#6 · Chandrapurcell 4730008554
distance 0.099
#7 · Chandrapurcell 4730007776
distance 0.1
#8 · Chandrapurcell 4730008725
distance 0.101
#9 · Chandrapurcell 4730008950
distance 0.101
#10 · Chandrapurcell 4730009288
distance 0.104
#11 · Chandrapurcell 4730008788
distance 0.104
#12 · Chandrapurcell 4730009349
distance 0.105
#13 · Chandrapurcell 4730009222
distance 0.106
#14 · Chandrapurcell 4730008269
distance 0.114
#15 · Chandrapurcell 4730008649
distance 0.115
#16 · Chandrapurcell 4730009026
distance 0.116
#17 · Chandrapurcell 4730008403
distance 0.122
#18 · Chandrapurcell 4730008864
distance 0.123
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":4730009090}}}'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.