Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003211

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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002900

distance 0.268

#2 · Beedcell 4700003555

distance 0.271

#3 · Beedcell 4700003383

distance 0.275

#4 · Beedcell 4700003037

distance 0.291

#5 · Sataracell 4940001345

distance 0.292 · cross-district

#6 · Sataracell 4940000345

distance 0.333 · cross-district

#7 · Beedcell 4700003722

distance 0.333

#8 · Chhatrapati Sambhajinagarcell 4690003910

distance 0.334 · cross-district

#9 · Nandurbarcell 4860003535

distance 0.344 · cross-district

#10 · Beedcell 4700004225

distance 0.345

#11 · Nandurbarcell 4860003604

distance 0.357 · cross-district

#12 · Beedcell 4700003384

distance 0.357

#13 · Sanglicell 4930005578

distance 0.358 · cross-district

#14 · Beedcell 4700004587

distance 0.358

#15 · Buldhanacell 4720004371

distance 0.359 · cross-district

#16 · Beedcell 4700004571

distance 0.359

#17 · Beedcell 4700005073

distance 0.367

#18 · Nandurbarcell 4860003603

distance 0.369 · 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":4700003211}}}'

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.