Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004059

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

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010354

distance 0.277 · cross-district

#2 · Kolhapurcell 4800005445

distance 0.304 · cross-district

#3 · Beedcell 4700005080

distance 0.321

#4 · Sanglicell 4930001214

distance 0.323 · cross-district

#5 · Nandurbarcell 4860004102

distance 0.331 · cross-district

#6 · Beedcell 4700005916

distance 0.332

#7 · Ahmednagarcell 4660004088

distance 0.332 · cross-district

#8 · Nashikcell 4870006583

distance 0.332 · cross-district

#9 · Nashikcell 4870012432

distance 0.333 · cross-district

#10 · Ahmednagarcell 4660005260

distance 0.337 · cross-district

#11 · Kolhapurcell 4800005365

distance 0.34 · cross-district

#12 · Beedcell 4700003404

distance 0.345

#13 · Nashikcell 4870013236

distance 0.35 · cross-district

#14 · Beedcell 4700003896

distance 0.352

#15 · Nashikcell 4870008685

distance 0.353 · cross-district

#16 · Ahmednagarcell 4660003694

distance 0.356 · cross-district

#17 · Nandurbarcell 4860003821

distance 0.36 · cross-district

#18 · Beedcell 4700004250

distance 0.364

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":4700004059}}}'

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.