Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730005552
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
0.104
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730006101
distance 0.104
#2 · Chandrapurcell 4730006894
distance 0.145
#3 · Chandrapurcell 4730007131
distance 0.156
#4 · Chandrapurcell 4730005759
distance 0.161
#5 · Chandrapurcell 4730007247
distance 0.17
#6 · Chandrapurcell 4730005551
distance 0.172
#7 · Chandrapurcell 4730007123
distance 0.176
#8 · Chandrapurcell 4730007237
distance 0.179
#9 · Chandrapurcell 4730004456
distance 0.183
#10 · Chandrapurcell 4730008768
distance 0.197
#11 · Chandrapurcell 4730005865
distance 0.199
#12 · Chandrapurcell 4730006106
distance 0.201
#13 · Gadchirolicell 4750010837
distance 0.204 · cross-district
#14 · Gadchirolicell 4750010906
distance 0.206 · cross-district
#15 · Gadchirolicell 4750010771
distance 0.207 · cross-district
#16 · Gadchirolicell 4750005778
distance 0.208 · cross-district
#17 · Chandrapurcell 4730007109
distance 0.208
#18 · Chandrapurcell 4730005867
distance 0.213
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":4730005552}}}'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.