Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005577

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004998

distance 0.146

#2 · Dharashivcell 4880005398

distance 0.171 · cross-district

#3 · Akolacell 4670000935

distance 0.183 · cross-district

#4 · Punecell 4900004712

distance 0.184 · cross-district

#5 · Parbhanicell 4890004173

distance 0.186 · cross-district

#6 · Dharashivcell 4880003310

distance 0.187 · cross-district

#7 · Akolacell 4670000810

distance 0.188 · cross-district

#8 · Buldhanacell 4720005335

distance 0.197 · cross-district

#9 · Dharashivcell 4880000896

distance 0.202 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004833

distance 0.202 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005189

distance 0.203 · cross-district

#12 · Amravaticell 4680001620

distance 0.207 · cross-district

#13 · Beedcell 4700005687

distance 0.209

#14 · Buldhanacell 4720005985

distance 0.21 · cross-district

#15 · Solapurcell 4960008428

distance 0.212 · cross-district

#16 · Dharashivcell 4880002458

distance 0.212 · cross-district

#17 · Dharashivcell 4880004437

distance 0.213 · cross-district

#18 · Dharashivcell 4880002052

distance 0.215 · 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":4700005577}}}'

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.