Bhārata Strata · Maharashtra · Chandrapur · morphological twins
Places like cell 4730006346
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
45
morphology-v2 feature dimensions
Closest twin distance
0.118
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730009371
distance 0.118
#2 · Chandrapurcell 4730009370
distance 0.126
#3 · Chandrapurcell 4730007462
distance 0.14
#4 · Chandrapurcell 4730007576
distance 0.153
#5 · Bhandaracell 4710001088
distance 0.169 · cross-district
#6 · Bhandaracell 4710001028
distance 0.172 · cross-district
#7 · Chandrapurcell 4730009316
distance 0.173
#8 · Chandrapurcell 4730009449
distance 0.174
#9 · Bhandaracell 4710001152
distance 0.182 · cross-district
#10 · Bhandaracell 4710000957
distance 0.189 · cross-district
#11 · Chandrapurcell 4730007117
distance 0.19
#12 · Chandrapurcell 4730007573
distance 0.194
#13 · Chandrapurcell 4730007002
distance 0.197
#14 · Bhandaracell 4710001025
distance 0.198 · cross-district
#15 · Chandrapurcell 4730006454
distance 0.201
#16 · Chandrapurcell 4730007456
distance 0.201
#17 · Chandrapurcell 4730007352
distance 0.202
#18 · Chandrapurcell 4730006996
distance 0.206
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":4730006346}}}'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.