Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003213

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003385

distance 0.125

#2 · Beedcell 4700004034

distance 0.157

#3 · Beedcell 4700003206

distance 0.163

#4 · Nashikcell 4870013300

distance 0.166 · cross-district

#5 · Beedcell 4700003205

distance 0.168

#6 · Beedcell 4700003374

distance 0.171

#7 · Nashikcell 4870013301

distance 0.176 · cross-district

#8 · Beedcell 4700004208

distance 0.177

#9 · Nashikcell 4870013238

distance 0.19 · cross-district

#10 · Beedcell 4700004052

distance 0.19

#11 · Beedcell 4700003549

distance 0.192

#12 · Beedcell 4700003415

distance 0.193

#13 · Beedcell 4700004456

distance 0.199

#14 · Beedcell 4700004246

distance 0.201

#15 · Dhulecell 4740000468

distance 0.203 · cross-district

#16 · Nashikcell 4870013240

distance 0.203 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690007079

distance 0.203 · cross-district

#18 · Jalgaoncell 4780006868

distance 0.204 · 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":4700003213}}}'

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.