Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002103

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

0.315

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005452

distance 0.315 · cross-district

#2 · Nagpurcell 4840003949

distance 0.338 · cross-district

#3 · Beedcell 4700003036

distance 0.346

#4 · Beedcell 4700002110

distance 0.35

#5 · Punecell 4900003624

distance 0.359 · cross-district

#6 · Buldhanacell 4720005019

distance 0.369 · cross-district

#7 · Beedcell 4700002593

distance 0.37

#8 · Buldhanacell 4720002859

distance 0.378 · cross-district

#9 · Sanglicell 4930005083

distance 0.379 · cross-district

#10 · Sanglicell 4930004972

distance 0.381 · cross-district

#11 · Nandedcell 4850000222

distance 0.385 · cross-district

#12 · Punecell 4900005380

distance 0.385 · cross-district

#13 · Sataracell 4940001189

distance 0.386 · cross-district

#14 · Beedcell 4700002759

distance 0.387

#15 · Buldhanacell 4720000684

distance 0.388 · cross-district

#16 · Sanglicell 4930000846

distance 0.392 · cross-district

#17 · Beedcell 4700001468

distance 0.393

#18 · Beedcell 4700003593

distance 0.393

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":4700002103}}}'

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.