Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003553

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003387

distance 0.267

#2 · Beedcell 4700004093

distance 0.284

#3 · Nandurbarcell 4860004233

distance 0.298 · cross-district

#4 · Beedcell 4700003557

distance 0.303

#5 · Sataracell 4940000806

distance 0.304 · cross-district

#6 · Ahmednagarcell 4660010381

distance 0.305 · cross-district

#7 · Beedcell 4700004219

distance 0.306

#8 · Sataracell 4940001567

distance 0.313 · cross-district

#9 · Sataracell 4940001227

distance 0.313 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003615

distance 0.314 · cross-district

#11 · Sataracell 4940001402

distance 0.315 · cross-district

#12 · Sanglicell 4930000852

distance 0.317 · cross-district

#13 · Sataracell 4940000060

distance 0.324 · cross-district

#14 · Nandurbarcell 4860003888

distance 0.329 · cross-district

#15 · Nandurbarcell 4860003885

distance 0.329 · cross-district

#16 · Nandurbarcell 4860003901

distance 0.33 · cross-district

#17 · Nandurbarcell 4860003621

distance 0.33 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004165

distance 0.333 · 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":4700003553}}}'

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.