Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730005621
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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.023
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730005841
distance 0.023
#2 · Chandrapurcell 4730005840
distance 0.027
#3 · Chandrapurcell 4730005838
distance 0.027
#4 · Chandrapurcell 4730005956
distance 0.028
#5 · Chandrapurcell 4730006418
distance 0.029
#6 · Chandrapurcell 4730005515
distance 0.03
#7 · Chandrapurcell 4730005836
distance 0.031
#8 · Chandrapurcell 4730005629
distance 0.036
#9 · Chandrapurcell 4730005523
distance 0.037
#10 · Chandrapurcell 4730005622
distance 0.037
#11 · Chandrapurcell 4730006419
distance 0.038
#12 · Chandrapurcell 4730005736
distance 0.038
#13 · Chandrapurcell 4730005839
distance 0.04
#14 · Chandrapurcell 4730005958
distance 0.041
#15 · Chandrapurcell 4730006304
distance 0.041
#16 · Chandrapurcell 4730005633
distance 0.042
#17 · Chandrapurcell 4730005954
distance 0.042
#18 · Chandrapurcell 4730005957
distance 0.042
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":4730005621}}}'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.