Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007456

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.365

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690008176

distance 0.365 · cross-district

#2 · Beedcell 4700007457

distance 0.378

#3 · Akolacell 4670004157

distance 0.382 · cross-district

#4 · Laturcell 4810001170

distance 0.423 · cross-district

#5 · Beedcell 4700007586

distance 0.43

#6 · Kolhapurcell 4800002776

distance 0.442 · cross-district

#7 · Sanglicell 4930002229

distance 0.448 · cross-district

#8 · Parbhanicell 4890002811

distance 0.451 · cross-district

#9 · Sanglicell 4930003251

distance 0.452 · cross-district

#10 · Beedcell 4700005349

distance 0.453

#11 · Ahmednagarcell 4660011356

distance 0.455 · cross-district

#12 · Dharashivcell 4880000978

distance 0.455 · cross-district

#13 · Buldhanacell 4720005458

distance 0.458 · cross-district

#14 · Ahmednagarcell 4660009569

distance 0.459 · cross-district

#15 · Jalgaoncell 4780001772

distance 0.462 · cross-district

#16 · Jalnacell 4790002899

distance 0.462 · cross-district

#17 · Beedcell 4700007911

distance 0.464

#18 · Ahmednagarcell 4660008901

distance 0.464 · 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":4700007456}}}'

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.