Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770001264
The MH-36 locality cells most similar to this Hingoli 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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.313
lower = more alike (weighted)
The twins, closest first
#1 · Washimcell 4990001108
distance 0.313 · cross-district
#2 · Ahmednagarcell 4660009949
distance 0.351 · cross-district
#3 · Ahmednagarcell 4660011418
distance 0.353 · cross-district
#4 · Hingolicell 4770001324
distance 0.354
#5 · Ahmednagarcell 4660014284
distance 0.356 · cross-district
#6 · Jalnacell 4790000406
distance 0.36 · cross-district
#7 · Jalgaoncell 4780006089
distance 0.364 · cross-district
#8 · Dharashivcell 4880004352
distance 0.364 · cross-district
#9 · Parbhanicell 4890003838
distance 0.371 · cross-district
#10 · Ahmednagarcell 4660011741
distance 0.376 · cross-district
#11 · Ahmednagarcell 4660010279
distance 0.381 · cross-district
#12 · Kolhapurcell 4800005776
distance 0.385 · cross-district
#13 · Jalgaoncell 4780002348
distance 0.386 · cross-district
#14 · Nashikcell 4870010455
distance 0.387 · cross-district
#15 · Chhatrapati Sambhajinagarcell 4690003012
distance 0.393 · cross-district
#16 · Kolhapurcell 4800005703
distance 0.393 · cross-district
#17 · Solapurcell 4960004761
distance 0.394 · cross-district
#18 · Jalnacell 4790001715
distance 0.395 · 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":477,"cluster_id":4770001264}}}'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.