Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730002624
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
0.119
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730001857
distance 0.119
#2 · Chandrapurcell 4730001607
distance 0.131
#3 · Chandrapurcell 4730001695
distance 0.131
#4 · Chandrapurcell 4730001477
distance 0.133
#5 · Chandrapurcell 4730001514
distance 0.135
#6 · Chandrapurcell 4730001505
distance 0.138
#7 · Chandrapurcell 4730002375
distance 0.139
#8 · Chandrapurcell 4730002018
distance 0.142
#9 · Chandrapurcell 4730001297
distance 0.143
#10 · Chandrapurcell 4730001696
distance 0.143
#11 · Chandrapurcell 4730002168
distance 0.144
#12 · Chandrapurcell 4730002560
distance 0.145
#13 · Chandrapurcell 4730001939
distance 0.147
#14 · Chandrapurcell 4730002627
distance 0.147
#15 · Chandrapurcell 4730002966
distance 0.148
#16 · Chandrapurcell 4730002562
distance 0.15
#17 · Chandrapurcell 4730003034
distance 0.151
#18 · Chandrapurcell 4730001384
distance 0.151
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":4730002624}}}'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.