Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003432

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

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780008845

distance 0.283 · cross-district

#2 · Beedcell 4700005074

distance 0.297

#3 · Beedcell 4700003436

distance 0.341

#4 · Yavatmalcell 5000004479

distance 0.342 · cross-district

#5 · Beedcell 4700001471

distance 0.35

#6 · Kolhapurcell 4800005371

distance 0.352 · cross-district

#7 · Beedcell 4700003407

distance 0.355

#8 · Laturcell 4810004892

distance 0.358 · cross-district

#9 · Buldhanacell 4720002756

distance 0.358 · cross-district

#10 · Beedcell 4700003776

distance 0.359

#11 · Beedcell 4700001323

distance 0.37

#12 · Nashikcell 4870005749

distance 0.372 · cross-district

#13 · Solapurcell 4960004629

distance 0.372 · cross-district

#14 · Buldhanacell 4720002136

distance 0.373 · cross-district

#15 · Buldhanacell 4720002604

distance 0.378 · cross-district

#16 · Sanglicell 4930005574

distance 0.378 · cross-district

#17 · Jalgaoncell 4780002940

distance 0.381 · cross-district

#18 · Nandurbarcell 4860003531

distance 0.382 · 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":4700003432}}}'

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.