Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001575

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000300

distance 0.104

#2 · Beedcell 4700001565

distance 0.112

#3 · Dharashivcell 4880005026

distance 0.136 · cross-district

#4 · Buldhanacell 4720000098

distance 0.14 · cross-district

#5 · Laturcell 4810001073

distance 0.142 · cross-district

#6 · Beedcell 4700000900

distance 0.142

#7 · Dharashivcell 4880000786

distance 0.143 · cross-district

#8 · Dharashivcell 4880006371

distance 0.144 · cross-district

#9 · Dharashivcell 4880006430

distance 0.145 · cross-district

#10 · Laturcell 4810000095

distance 0.146 · cross-district

#11 · Dharashivcell 4880000649

distance 0.146 · cross-district

#12 · Dharashivcell 4880000965

distance 0.147 · cross-district

#13 · Laturcell 4810002156

distance 0.148 · cross-district

#14 · Beedcell 4700000570

distance 0.149

#15 · Laturcell 4810001454

distance 0.15 · cross-district

#16 · Ahmednagarcell 4660010757

distance 0.15 · cross-district

#17 · Dharashivcell 4880000269

distance 0.151 · cross-district

#18 · Beedcell 4700000369

distance 0.152

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":4700001575}}}'

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.