Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730008576
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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.135
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730008566
distance 0.135
#2 · Chandrapurcell 4730008417
distance 0.145
#3 · Chandrapurcell 4730003576
distance 0.15
#4 · Chandrapurcell 4730009286
distance 0.159
#5 · Chandrapurcell 4730007575
distance 0.163
#6 · Chandrapurcell 4730009224
distance 0.165
#7 · Chandrapurcell 4730007571
distance 0.167
#8 · Chandrapurcell 4730008720
distance 0.169
#9 · Chandrapurcell 4730009590
distance 0.171
#10 · Chandrapurcell 4730007767
distance 0.172
#11 · Chandrapurcell 4730007880
distance 0.172
#12 · Chandrapurcell 4730007660
distance 0.173
#13 · Chandrapurcell 4730008176
distance 0.18
#14 · Chandrapurcell 4730009201
distance 0.181
#15 · Chandrapurcell 4730007347
distance 0.181
#16 · Chandrapurcell 4730007340
distance 0.185
#17 · Chandrapurcell 4730009556
distance 0.185
#18 · Chandrapurcell 4730009253
distance 0.185
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":4730008576}}}'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.