Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000010

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003853

distance 0.074 · cross-district

#2 · Laturcell 4810003650

distance 0.078 · cross-district

#3 · Beedcell 4700000035

distance 0.09

#4 · Laturcell 4810003852

distance 0.097 · cross-district

#5 · Dharashivcell 4880004464

distance 0.098 · cross-district

#6 · Laturcell 4810003651

distance 0.102 · cross-district

#7 · Laturcell 4810002583

distance 0.108 · cross-district

#8 · Beedcell 4700000150

distance 0.111

#9 · Dharashivcell 4880004828

distance 0.113 · cross-district

#10 · Laturcell 4810001519

distance 0.114 · cross-district

#11 · Dharashivcell 4880004827

distance 0.114 · cross-district

#12 · Dharashivcell 4880005317

distance 0.115 · cross-district

#13 · Dharashivcell 4880004737

distance 0.116 · cross-district

#14 · Laturcell 4810004848

distance 0.122 · cross-district

#15 · Dharashivcell 4880004382

distance 0.122 · cross-district

#16 · Dharashivcell 4880005125

distance 0.123 · cross-district

#17 · Laturcell 4810000883

distance 0.124 · cross-district

#18 · Sanglicell 4930000080

distance 0.128 · 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":4700000010}}}'

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.