Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008567

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660012173

distance 0.27 · cross-district

#2 · Ahmednagarcell 4660008743

distance 0.282 · cross-district

#3 · Ahmednagarcell 4660008414

distance 0.296 · cross-district

#4 · Beedcell 4700000527

distance 0.305

#5 · Punecell 4900001223

distance 0.311 · cross-district

#6 · Nandedcell 4850005199

distance 0.318 · cross-district

#7 · Solapurcell 4960005650

distance 0.321 · cross-district

#8 · Nandedcell 4850004999

distance 0.327 · cross-district

#9 · Sanglicell 4930000221

distance 0.329 · cross-district

#10 · Dharashivcell 4880002951

distance 0.329 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000416

distance 0.33 · cross-district

#12 · Ahmednagarcell 4660013036

distance 0.332 · cross-district

#13 · Dharashivcell 4880000695

distance 0.335 · cross-district

#14 · Ahmednagarcell 4660012331

distance 0.339 · cross-district

#15 · Buldhanacell 4720000751

distance 0.341 · cross-district

#16 · Sanglicell 4930002082

distance 0.344 · cross-district

#17 · Sanglicell 4930003729

distance 0.345 · cross-district

#18 · Dharashivcell 4880002348

distance 0.348 · 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":4700008567}}}'

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.