Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840000366
The MH-36 locality cells most similar to this Nagpur 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 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.199
lower = more alike (weighted)
The twins, closest first
#1 · Bhandaracell 4710001058
distance 0.199 · cross-district
#2 · Chandrapurcell 4730007774
distance 0.227 · cross-district
#3 · Nagpurcell 4840000586
distance 0.237
#4 · Bhandaracell 4710001116
distance 0.237 · cross-district
#5 · Nagpurcell 4840000419
distance 0.242
#6 · Chandrapurcell 4730009534
distance 0.247 · cross-district
#7 · Bhandaracell 4710001512
distance 0.25 · cross-district
#8 · Chandrapurcell 4730008340
distance 0.252 · cross-district
#9 · Chandrapurcell 4730007578
distance 0.254 · cross-district
#10 · Wardhacell 4980002042
distance 0.258 · cross-district
#11 · Nagpurcell 4840003611
distance 0.261
#12 · Chandrapurcell 4730009221
distance 0.262 · cross-district
#13 · Bhandaracell 4710000306
distance 0.264 · cross-district
#14 · Nagpurcell 4840004622
distance 0.267
#15 · Yavatmalcell 5000006512
distance 0.269 · cross-district
#16 · Bhandaracell 4710001188
distance 0.27 · cross-district
#17 · Chandrapurcell 4730008174
distance 0.272 · cross-district
#18 · Nagpurcell 4840000384
distance 0.273
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":484,"cluster_id":4840000366}}}'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.