Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005839

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000979

distance 0.242 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690001501

distance 0.249 · cross-district

#3 · Ahmednagarcell 4660011342

distance 0.258 · cross-district

#4 · Beedcell 4700006369

distance 0.264

#5 · Punecell 4900003360

distance 0.272 · cross-district

#6 · Ahmednagarcell 4660004172

distance 0.273 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003442

distance 0.276 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003443

distance 0.281 · cross-district

#9 · Ahmednagarcell 4660009397

distance 0.282 · cross-district

#10 · Ahmednagarcell 4660014101

distance 0.285 · cross-district

#11 · Beedcell 4700000986

distance 0.289

#12 · Amravaticell 4680001455

distance 0.291 · cross-district

#13 · Beedcell 4700005977

distance 0.294

#14 · Ahmednagarcell 4660012190

distance 0.302 · cross-district

#15 · Ahmednagarcell 4660010562

distance 0.303 · cross-district

#16 · Dhulecell 4740002917

distance 0.303 · cross-district

#17 · Nashikcell 4870003827

distance 0.304 · cross-district

#18 · Sataracell 4940002950

distance 0.304 · 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":4700005839}}}'

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.