Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730006652
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 3 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.155
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000002678
distance 0.155 · cross-district
#2 · Chandrapurcell 4730006567
distance 0.169
#3 · Chandrapurcell 4730007949
distance 0.17
#4 · Chandrapurcell 4730006566
distance 0.172
#5 · Chandrapurcell 4730005009
distance 0.176
#6 · Chandrapurcell 4730004916
distance 0.18
#7 · Yavatmalcell 5000005203
distance 0.19 · cross-district
#8 · Chandrapurcell 4730004729
distance 0.191
#9 · Chandrapurcell 4730008045
distance 0.194
#10 · Jalgaoncell 4780006249
distance 0.197 · cross-district
#11 · Chandrapurcell 4730005352
distance 0.198
#12 · Chandrapurcell 4730004913
distance 0.202
#13 · Yavatmalcell 5000004441
distance 0.202 · cross-district
#14 · Chandrapurcell 4730006558
distance 0.203
#15 · Yavatmalcell 5000005684
distance 0.217 · cross-district
#16 · Yavatmalcell 5000007188
distance 0.217 · cross-district
#17 · Chandrapurcell 4730005715
distance 0.218
#18 · Chandrapurcell 4730006332
distance 0.218
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":4730006652}}}'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.