Bhārata Strata · Maharashtra · Nanded · morphological twins
Places like cell 4850001084
The MH-36 locality cells most similar to this Nanded 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 9 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.231
lower = more alike (weighted)
The twins, closest first
#1 · Nandedcell 4850001022
distance 0.231
#2 · Nashikcell 4870006624
distance 0.234 · cross-district
#3 · Nandedcell 4850001258
distance 0.254
#4 · Ahmednagarcell 4660011903
distance 0.255 · cross-district
#5 · Nandedcell 4850001379
distance 0.258
#6 · Sanglicell 4930002640
distance 0.266 · cross-district
#7 · Dhulecell 4740001768
distance 0.266 · cross-district
#8 · Dharashivcell 4880001207
distance 0.268 · cross-district
#9 · Beedcell 4700004320
distance 0.268 · cross-district
#10 · Beedcell 4700000187
distance 0.269 · cross-district
#11 · Solapurcell 4960004629
distance 0.278 · cross-district
#12 · Nashikcell 4870007664
distance 0.278 · cross-district
#13 · Sanglicell 4930004164
distance 0.279 · cross-district
#14 · Beedcell 4700001323
distance 0.28 · cross-district
#15 · Nandedcell 4850001031
distance 0.283
#16 · Jalgaoncell 4780000328
distance 0.285 · cross-district
#17 · Jalgaoncell 4780002462
distance 0.286 · cross-district
#18 · Nandedcell 4850001311
distance 0.287
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":485,"cluster_id":4850001084}}}'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.