Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000715

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000611

distance 0.127

#2 · Beedcell 4700000719

distance 0.155

#3 · Parbhanicell 4890000701

distance 0.191 · cross-district

#4 · Beedcell 4700000421

distance 0.206

#5 · Dharashivcell 4880003975

distance 0.218 · cross-district

#6 · Parbhanicell 4890000591

distance 0.228 · cross-district

#7 · Nandedcell 4850002790

distance 0.239 · cross-district

#8 · Parbhanicell 4890000335

distance 0.243 · cross-district

#9 · Parbhanicell 4890000646

distance 0.244 · cross-district

#10 · Beedcell 4700000685

distance 0.245

#11 · Chhatrapati Sambhajinagarcell 4690004027

distance 0.246 · cross-district

#12 · Dharashivcell 4880004989

distance 0.246 · cross-district

#13 · Sanglicell 4930001473

distance 0.247 · cross-district

#14 · Nashikcell 4870008255

distance 0.248 · cross-district

#15 · Sanglicell 4930001934

distance 0.25 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004224

distance 0.25 · cross-district

#17 · Parbhanicell 4890000953

distance 0.251 · cross-district

#18 · Nashikcell 4870005304

distance 0.253 · 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":4700000715}}}'

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.