Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003129

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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007261

distance 0.268 · cross-district

#2 · Solapurcell 4960004113

distance 0.276 · cross-district

#3 · Ahmednagarcell 4660006241

distance 0.28 · cross-district

#4 · Nashikcell 4870011701

distance 0.283 · cross-district

#5 · Ahmednagarcell 4660008382

distance 0.289 · cross-district

#6 · Sanglicell 4930002577

distance 0.294 · cross-district

#7 · Ahmednagarcell 4660001546

distance 0.295 · cross-district

#8 · Solapurcell 4960012583

distance 0.299 · cross-district

#9 · Sanglicell 4930004280

distance 0.301 · cross-district

#10 · Dharashivcell 4880000284

distance 0.302 · cross-district

#11 · Ahmednagarcell 4660001653

distance 0.303 · cross-district

#12 · Punecell 4900003876

distance 0.305 · cross-district

#13 · Ahmednagarcell 4660005149

distance 0.305 · cross-district

#14 · Sataracell 4940008749

distance 0.308 · cross-district

#15 · Solapurcell 4960002167

distance 0.31 · cross-district

#16 · Nashikcell 4870002875

distance 0.312 · cross-district

#17 · Nashikcell 4870002753

distance 0.314 · cross-district

#18 · Beedcell 4700000389

distance 0.315

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":4700003129}}}'

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.