Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730006350
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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.094
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730006122
distance 0.094
#2 · Chandrapurcell 4730006352
distance 0.128
#3 · Chandrapurcell 4730003846
distance 0.139
#4 · Chandrapurcell 4730006123
distance 0.144
#5 · Chandrapurcell 4730003672
distance 0.151
#6 · Chandrapurcell 4730005265
distance 0.152
#7 · Gadchirolicell 4750009993
distance 0.153 · cross-district
#8 · Chandrapurcell 4730003848
distance 0.153
#9 · Chandrapurcell 4730006236
distance 0.153
#10 · Chandrapurcell 4730005887
distance 0.154
#11 · Gadchirolicell 4750009366
distance 0.158 · cross-district
#12 · Chandrapurcell 4730005568
distance 0.159
#13 · Gadchirolicell 4750008871
distance 0.159 · cross-district
#14 · Chandrapurcell 4730004307
distance 0.161
#15 · Chandrapurcell 4730003938
distance 0.161
#16 · Chandrapurcell 4730005167
distance 0.162
#17 · Chandrapurcell 4730004404
distance 0.165
#18 · Chandrapurcell 4730007916
distance 0.168
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":4730006350}}}'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.