Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007254

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

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008717

distance 0.1

#2 · Washimcell 4990002393

distance 0.105 · cross-district

#3 · Dharashivcell 4880000938

distance 0.141 · cross-district

#4 · Jalnacell 4790001724

distance 0.147 · cross-district

#5 · Washimcell 4990003010

distance 0.153 · cross-district

#6 · Dharashivcell 4880000564

distance 0.155 · cross-district

#7 · Hingolicell 4770003714

distance 0.157 · cross-district

#8 · Jalnacell 4790001788

distance 0.157 · cross-district

#9 · Beedcell 4700007255

distance 0.163

#10 · Washimcell 4990003244

distance 0.166 · cross-district

#11 · Nandedcell 4850001566

distance 0.171 · cross-district

#12 · Parbhanicell 4890004489

distance 0.173 · cross-district

#13 · Jalnacell 4790000017

distance 0.174 · cross-district

#14 · Dharashivcell 4880000499

distance 0.174 · cross-district

#15 · Washimcell 4990001361

distance 0.174 · cross-district

#16 · Beedcell 4700007071

distance 0.175

#17 · Chhatrapati Sambhajinagarcell 4690005411

distance 0.176 · cross-district

#18 · Amravaticell 4680000027

distance 0.177 · 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":4700007254}}}'

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.