Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002403

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001306

distance 0.148 · cross-district

#2 · Beedcell 4700001294

distance 0.16

#3 · Dharashivcell 4880001899

distance 0.19 · cross-district

#4 · Buldhanacell 4720002720

distance 0.192 · cross-district

#5 · Jalnacell 4790003640

distance 0.193 · cross-district

#6 · Washimcell 4990001498

distance 0.198 · cross-district

#7 · Laturcell 4810002695

distance 0.206 · cross-district

#8 · Washimcell 4990002224

distance 0.207 · cross-district

#9 · Dharashivcell 4880004211

distance 0.207 · cross-district

#10 · Ahmednagarcell 4660010769

distance 0.211 · cross-district

#11 · Laturcell 4810001372

distance 0.212 · cross-district

#12 · Parbhanicell 4890004173

distance 0.214 · cross-district

#13 · Dharashivcell 4880002052

distance 0.215 · cross-district

#14 · Buldhanacell 4720002555

distance 0.215 · cross-district

#15 · Laturcell 4810003694

distance 0.216 · cross-district

#16 · Buldhanacell 4720000785

distance 0.216 · cross-district

#17 · Beedcell 4700005687

distance 0.218

#18 · Buldhanacell 4720001755

distance 0.219 · 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":470,"cluster_id":4700002403}}}'

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.