Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003114

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 11 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.334

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001328

distance 0.334

#2 · Nagpurcell 4840004282

distance 0.348 · cross-district

#3 · Nagpurcell 4840006721

distance 0.356 · cross-district

#4 · Kolhapurcell 4800004172

distance 0.386 · cross-district

#5 · Nagpurcell 4840004394

distance 0.388 · cross-district

#6 · Nagpurcell 4840004281

distance 0.39 · cross-district

#7 · Chandrapurcell 4730005796

distance 0.393 · cross-district

#8 · Nandedcell 4850002802

distance 0.395 · cross-district

#9 · Ahmednagarcell 4660012913

distance 0.399 · cross-district

#10 · Nagpurcell 4840004393

distance 0.404 · cross-district

#11 · Buldhanacell 4720006296

distance 0.407 · cross-district

#12 · Parbhanicell 4890000643

distance 0.422 · cross-district

#13 · Beedcell 4700003289

distance 0.422

#14 · Washimcell 4990001404

distance 0.423 · cross-district

#15 · Yavatmalcell 5000009766

distance 0.424 · cross-district

#16 · Nagpurcell 4840003376

distance 0.426 · cross-district

#17 · Buldhanacell 4720003020

distance 0.427 · cross-district

#18 · Nashikcell 4870007389

distance 0.427 · 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":4700003114}}}'

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.