Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007471

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008134

distance 0.131

#2 · Ahmednagarcell 4660007856

distance 0.132 · cross-district

#3 · Beedcell 4700007784

distance 0.135

#4 · Beedcell 4700008858

distance 0.138

#5 · Beedcell 4700008136

distance 0.143

#6 · Beedcell 4700008311

distance 0.144

#7 · Ahmednagarcell 4660005763

distance 0.148 · cross-district

#8 · Beedcell 4700007653

distance 0.155

#9 · Beedcell 4700007684

distance 0.156

#10 · Dharashivcell 4880004679

distance 0.156 · cross-district

#11 · Ahmednagarcell 4660006116

distance 0.166 · cross-district

#12 · Ahmednagarcell 4660008316

distance 0.168 · cross-district

#13 · Beedcell 4700007773

distance 0.174

#14 · Dharashivcell 4880005518

distance 0.175 · cross-district

#15 · Beedcell 4700007575

distance 0.175

#16 · Beedcell 4700007841

distance 0.176

#17 · Solapurcell 4960000679

distance 0.178 · cross-district

#18 · Buldhanacell 4720002218

distance 0.179 · 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":4700007471}}}'

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.