Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005023

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004674

distance 0.082

#2 · Beedcell 4700004154

distance 0.084

#3 · Ahmednagarcell 4660004532

distance 0.087 · cross-district

#4 · Beedcell 4700006611

distance 0.091

#5 · Ahmednagarcell 4660004134

distance 0.091 · cross-district

#6 · Ahmednagarcell 4660003543

distance 0.091 · cross-district

#7 · Beedcell 4700006335

distance 0.094

#8 · Ahmednagarcell 4660003614

distance 0.095 · cross-district

#9 · Beedcell 4700006051

distance 0.105

#10 · Ahmednagarcell 4660004362

distance 0.109 · cross-district

#11 · Ahmednagarcell 4660003663

distance 0.113 · cross-district

#12 · Ahmednagarcell 4660004132

distance 0.115 · cross-district

#13 · Solapurcell 4960000262

distance 0.119 · cross-district

#14 · Ahmednagarcell 4660004535

distance 0.119 · cross-district

#15 · Beedcell 4700006204

distance 0.122

#16 · Beedcell 4700004517

distance 0.126

#17 · Beedcell 4700006472

distance 0.127

#18 · Ahmednagarcell 4660004964

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":4700005023}}}'

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.