Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730008745
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
0.069
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730008669
distance 0.069
#2 · Chandrapurcell 4730008819
distance 0.119
#3 · Chandrapurcell 4730008747
distance 0.141
#4 · Chandrapurcell 4730008746
distance 0.143
#5 · Chandrapurcell 4730008893
distance 0.155
#6 · Chandrapurcell 4730008820
distance 0.171
#7 · Chandrapurcell 4730008671
distance 0.177
#8 · Chandrapurcell 4730008821
distance 0.186
#9 · Chandrapurcell 4730009238
distance 0.198
#10 · Chandrapurcell 4730008670
distance 0.199
#11 · Chandrapurcell 4730008592
distance 0.2
#12 · Chandrapurcell 4730008894
distance 0.209
#13 · Chandrapurcell 4730008965
distance 0.211
#14 · Chandrapurcell 4730008666
distance 0.214
#15 · Chandrapurcell 4730008960
distance 0.223
#16 · Chandrapurcell 4730008822
distance 0.225
#17 · Chandrapurcell 4730008966
distance 0.23
#18 · Chandrapurcell 4730008667
distance 0.231
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":4730008745}}}'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.