Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730006744
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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.091
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730006516
distance 0.091
#2 · Chandrapurcell 4730006856
distance 0.121
#3 · Chandrapurcell 4730006971
distance 0.146
#4 · Chandrapurcell 4730007195
distance 0.146
#5 · Chandrapurcell 4730006630
distance 0.156
#6 · Chandrapurcell 4730006633
distance 0.156
#7 · Chandrapurcell 4730007194
distance 0.158
#8 · Chandrapurcell 4730007085
distance 0.162
#9 · Chandrapurcell 4730007193
distance 0.164
#10 · Chandrapurcell 4730006520
distance 0.174
#11 · Chandrapurcell 4730006056
distance 0.183
#12 · Chandrapurcell 4730004637
distance 0.185
#13 · Chandrapurcell 4730007081
distance 0.187
#14 · Chandrapurcell 4730006518
distance 0.191
#15 · Chandrapurcell 4730004738
distance 0.191
#16 · Chandrapurcell 4730006742
distance 0.194
#17 · Chandrapurcell 4730004723
distance 0.2
#18 · Yavatmalcell 5000002868
distance 0.204 · cross-district
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":4730006744}}}'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.