Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840001366
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 11 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.227
lower = more alike (weighted)
The twins, closest first
#1 · Amravaticell 4680000070
distance 0.227 · cross-district
#2 · Washimcell 4990003099
distance 0.248 · cross-district
#3 · Chandrapurcell 4730002242
distance 0.265 · cross-district
#4 · Ahmednagarcell 4660013179
distance 0.267 · cross-district
#5 · Buldhanacell 4720007658
distance 0.275 · cross-district
#6 · Chandrapurcell 4730002146
distance 0.276 · cross-district
#7 · Hingolicell 4770004014
distance 0.276 · cross-district
#8 · Solapurcell 4960003492
distance 0.277 · cross-district
#9 · Washimcell 4990000768
distance 0.283 · cross-district
#10 · Nagpurcell 4840000690
distance 0.285
#11 · Washimcell 4990000772
distance 0.285 · cross-district
#12 · Chandrapurcell 4730004423
distance 0.286 · cross-district
#13 · Beedcell 4700001066
distance 0.286 · cross-district
#14 · Chandrapurcell 4730002735
distance 0.287 · cross-district
#15 · Jalgaoncell 4780003611
distance 0.289 · cross-district
#16 · Jalgaoncell 4780005014
distance 0.295 · cross-district
#17 · Washimcell 4990001091
distance 0.296 · cross-district
#18 · Sanglicell 4930006431
distance 0.298 · cross-district
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":4840001366}}}'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.