Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004019

The MH-36 locality cells most similar to this Beed 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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004363

distance 0.186 · cross-district

#2 · Ahmednagarcell 4660004970

distance 0.198 · cross-district

#3 · Washimcell 4990001178

distance 0.206 · cross-district

#4 · Buldhanacell 4720002799

distance 0.211 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001982

distance 0.215 · cross-district

#6 · Ahmednagarcell 4660000596

distance 0.216 · cross-district

#7 · Dharashivcell 4880002505

distance 0.219 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001893

distance 0.222 · cross-district

#9 · Dharashivcell 4880005211

distance 0.223 · cross-district

#10 · Dharashivcell 4880001285

distance 0.223 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002071

distance 0.23 · cross-district

#12 · Ahmednagarcell 4660005314

distance 0.23 · cross-district

#13 · Punecell 4900008094

distance 0.238 · cross-district

#14 · Beedcell 4700005358

distance 0.238

#15 · Washimcell 4990000765

distance 0.239 · cross-district

#16 · Buldhanacell 4720006250

distance 0.239 · cross-district

#17 · Jalgaoncell 4780004070

distance 0.239 · cross-district

#18 · Beedcell 4700003496

distance 0.242

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":470,"cluster_id":4700004019}}}'

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.