Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007964

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008148

distance 0.112

#2 · Beedcell 4700007775

distance 0.142

#3 · Ahmednagarcell 4660005074

distance 0.15 · cross-district

#4 · Beedcell 4700007751

distance 0.153

#5 · Buldhanacell 4720002760

distance 0.155 · cross-district

#6 · Buldhanacell 4720002688

distance 0.159 · cross-district

#7 · Beedcell 4700004471

distance 0.16

#8 · Ahmednagarcell 4660006451

distance 0.164 · cross-district

#9 · Ahmednagarcell 4660006228

distance 0.166 · cross-district

#10 · Ahmednagarcell 4660005643

distance 0.166 · cross-district

#11 · Beedcell 4700008150

distance 0.168

#12 · Ahmednagarcell 4660006227

distance 0.171 · cross-district

#13 · Nandedcell 4850003089

distance 0.172 · cross-district

#14 · Buldhanacell 4720003057

distance 0.175 · cross-district

#15 · Beedcell 4700007870

distance 0.178

#16 · Nandedcell 4850002310

distance 0.178 · cross-district

#17 · Nandedcell 4850003976

distance 0.179 · cross-district

#18 · Buldhanacell 4720002480

distance 0.18 · 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":4700007964}}}'

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.