Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007170

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001727

distance 0.186 · cross-district

#2 · Beedcell 4700007443

distance 0.206

#3 · Ahmednagarcell 4660012690

distance 0.216 · cross-district

#4 · Nandedcell 4850002629

distance 0.217 · cross-district

#5 · Jalnacell 4790002465

distance 0.217 · cross-district

#6 · Yavatmalcell 5000006411

distance 0.217 · cross-district

#7 · Nandedcell 4850002626

distance 0.22 · cross-district

#8 · Jalnacell 4790000968

distance 0.226 · cross-district

#9 · Laturcell 4810004917

distance 0.228 · cross-district

#10 · Nandedcell 4850000833

distance 0.229 · cross-district

#11 · Amravaticell 4680006919

distance 0.232 · cross-district

#12 · Beedcell 4700007266

distance 0.232

#13 · Jalnacell 4790001728

distance 0.235 · cross-district

#14 · Washimcell 4990001919

distance 0.235 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000787

distance 0.236 · cross-district

#16 · Beedcell 4700007540

distance 0.237

#17 · Washimcell 4990003081

distance 0.239 · cross-district

#18 · Dharashivcell 4880006016

distance 0.24 · 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":4700007170}}}'

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.