Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000083

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

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002223

distance 0.1 · cross-district

#2 · Dharashivcell 4880005779

distance 0.106 · cross-district

#3 · Laturcell 4810001211

distance 0.122 · cross-district

#4 · Laturcell 4810000364

distance 0.124 · cross-district

#5 · Laturcell 4810001300

distance 0.126 · cross-district

#6 · Beedcell 4700000109

distance 0.127

#7 · Laturcell 4810002224

distance 0.128 · cross-district

#8 · Dharashivcell 4880005844

distance 0.129 · cross-district

#9 · Laturcell 4810001214

distance 0.129 · cross-district

#10 · Beedcell 4700000081

distance 0.13

#11 · Dharashivcell 4880006207

distance 0.132 · cross-district

#12 · Solapurcell 4960005666

distance 0.136 · cross-district

#13 · Jalnacell 4790005913

distance 0.136 · cross-district

#14 · Dharashivcell 4880005591

distance 0.137 · cross-district

#15 · Buldhanacell 4720002577

distance 0.137 · cross-district

#16 · Dharashivcell 4880002595

distance 0.141 · cross-district

#17 · Beedcell 4700000356

distance 0.141

#18 · Laturcell 4810000037

distance 0.142 · 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":4700000083}}}'

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.