Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001870

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

across 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002546

distance 0.219

#2 · Nandedcell 4850001649

distance 0.23

#3 · Chhatrapati Sambhajinagarcell 4690005846

distance 0.244 · cross-district

#4 · Solapurcell 4960006213

distance 0.248 · cross-district

#5 · Nandedcell 4850001579

distance 0.252

#6 · Laturcell 4810005065

distance 0.252 · cross-district

#7 · Ahmednagarcell 4660009597

distance 0.255 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002141

distance 0.257 · cross-district

#9 · Nagpurcell 4840006974

distance 0.26 · cross-district

#10 · Nandedcell 4850001725

distance 0.263

#11 · Nandedcell 4850003900

distance 0.263

#12 · Buldhanacell 4720005811

distance 0.265 · cross-district

#13 · Nandedcell 4850001869

distance 0.265

#14 · Chhatrapati Sambhajinagarcell 4690006264

distance 0.266 · cross-district

#15 · Hingolicell 4770000498

distance 0.267 · cross-district

#16 · Dharashivcell 4880000806

distance 0.267 · cross-district

#17 · Dharashivcell 4880000729

distance 0.268 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005863

distance 0.268 · 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":485,"cluster_id":4850001870}}}'

Machine-readable JSON twin →Full dossier →

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.