Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004148

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000088

distance 0.233

#2 · Washimcell 4990001017

distance 0.248 · cross-district

#3 · Yavatmalcell 5000001761

distance 0.252 · cross-district

#4 · Jalgaoncell 4780005332

distance 0.26 · cross-district

#5 · Buldhanacell 4720001521

distance 0.261 · cross-district

#6 · Akolacell 4670000378

distance 0.264 · cross-district

#7 · Beedcell 4700005162

distance 0.266

#8 · Ahmednagarcell 4660000304

distance 0.27 · cross-district

#9 · Yavatmalcell 5000009953

distance 0.273 · cross-district

#10 · Beedcell 4700004996

distance 0.274

#11 · Yavatmalcell 5000010055

distance 0.274 · cross-district

#12 · Nandedcell 4850002038

distance 0.274 · cross-district

#13 · Solapurcell 4960006345

distance 0.275 · cross-district

#14 · Akolacell 4670000803

distance 0.275 · cross-district

#15 · Beedcell 4700003626

distance 0.275

#16 · Ahmednagarcell 4660001423

distance 0.275 · cross-district

#17 · Dharashivcell 4880003305

distance 0.276 · cross-district

#18 · Hingolicell 4770003905

distance 0.277 · 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":4700004148}}}'

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.