Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006965

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007697

distance 0.172

#2 · Beedcell 4700006970

distance 0.233

#3 · Dharashivcell 4880003102

distance 0.24 · cross-district

#4 · Parbhanicell 4890002725

distance 0.241 · cross-district

#5 · Dharashivcell 4880003887

distance 0.243 · cross-district

#6 · Beedcell 4700007227

distance 0.246

#7 · Beedcell 4700008024

distance 0.252

#8 · Jalgaoncell 4780001324

distance 0.256 · cross-district

#9 · Buldhanacell 4720001045

distance 0.256 · cross-district

#10 · Buldhanacell 4720001650

distance 0.26 · cross-district

#11 · Laturcell 4810001727

distance 0.26 · cross-district

#12 · Washimcell 4990001469

distance 0.26 · cross-district

#13 · Ahmednagarcell 4660006684

distance 0.266 · cross-district

#14 · Beedcell 4700007502

distance 0.266

#15 · Buldhanacell 4720002293

distance 0.273 · cross-district

#16 · Laturcell 4810001201

distance 0.274 · cross-district

#17 · Beedcell 4700000327

distance 0.276

#18 · Parbhanicell 4890000493

distance 0.276 · 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":4700006965}}}'

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.