Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007656

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008400

distance 0.117

#2 · Beedcell 4700007945

distance 0.124

#3 · Beedcell 4700007771

distance 0.131

#4 · Beedcell 4700008307

distance 0.132

#5 · Ahmednagarcell 4660007569

distance 0.134 · cross-district

#6 · Ahmednagarcell 4660008636

distance 0.137 · cross-district

#7 · Beedcell 4700008735

distance 0.141

#8 · Beedcell 4700007961

distance 0.147

#9 · Beedcell 4700008236

distance 0.15

#10 · Beedcell 4700008403

distance 0.155

#11 · Ahmednagarcell 4660007866

distance 0.159 · cross-district

#12 · Beedcell 4700007750

distance 0.161

#13 · Beedcell 4700007847

distance 0.161

#14 · Ahmednagarcell 4660008014

distance 0.161 · cross-district

#15 · Beedcell 4700008833

distance 0.167

#16 · Sanglicell 4930002134

distance 0.167 · cross-district

#17 · Ahmednagarcell 4660006079

distance 0.168 · cross-district

#18 · Ahmednagarcell 4660002514

distance 0.168 · 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":4700007656}}}'

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.