Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008698

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005531

distance 0.185

#2 · Ahmednagarcell 4660007715

distance 0.187 · cross-district

#3 · Sanglicell 4930001441

distance 0.187 · cross-district

#4 · Beedcell 4700008912

distance 0.188

#5 · Beedcell 4700008413

distance 0.19

#6 · Nandedcell 4850004392

distance 0.192 · cross-district

#7 · Beedcell 4700005449

distance 0.195

#8 · Nandedcell 4850003591

distance 0.197 · cross-district

#9 · Ahmednagarcell 4660009420

distance 0.199 · cross-district

#10 · Nandedcell 4850004328

distance 0.2 · cross-district

#11 · Sanglicell 4930003638

distance 0.202 · cross-district

#12 · Ahmednagarcell 4660010434

distance 0.202 · cross-district

#13 · Ahmednagarcell 4660006307

distance 0.202 · cross-district

#14 · Ahmednagarcell 4660009439

distance 0.206 · cross-district

#15 · Dharashivcell 4880003142

distance 0.207 · cross-district

#16 · Laturcell 4810002408

distance 0.209 · cross-district

#17 · Beedcell 4700007202

distance 0.211

#18 · Ahmednagarcell 4660008130

distance 0.211 · 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":4700008698}}}'

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.