Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005547

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003011

distance 0.193 · cross-district

#2 · Beedcell 4700005683

distance 0.194

#3 · Beedcell 4700001721

distance 0.198

#4 · Punecell 4900002792

distance 0.207 · cross-district

#5 · Beedcell 4700005684

distance 0.209

#6 · Punecell 4900002802

distance 0.211 · cross-district

#7 · Nashikcell 4870012229

distance 0.211 · cross-district

#8 · Washimcell 4990002284

distance 0.214 · cross-district

#9 · Beedcell 4700001271

distance 0.217

#10 · Punecell 4900002324

distance 0.217 · cross-district

#11 · Dharashivcell 4880000792

distance 0.218 · cross-district

#12 · Sanglicell 4930002749

distance 0.222 · cross-district

#13 · Dharashivcell 4880001513

distance 0.225 · cross-district

#14 · Dhulecell 4740000604

distance 0.228 · cross-district

#15 · Dharashivcell 4880005585

distance 0.229 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002130

distance 0.23 · cross-district

#17 · Nashikcell 4870011948

distance 0.23 · cross-district

#18 · Jalgaoncell 4780001169

distance 0.23 · 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":4700005547}}}'

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.