Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004996

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000699

distance 0.16 · cross-district

#2 · Akolacell 4670000835

distance 0.194 · cross-district

#3 · Buldhanacell 4720007178

distance 0.197 · cross-district

#4 · Amravaticell 4680005920

distance 0.2 · cross-district

#5 · Ahmednagarcell 4660000192

distance 0.201 · cross-district

#6 · Washimcell 4990000503

distance 0.205 · cross-district

#7 · Ahmednagarcell 4660009307

distance 0.209 · cross-district

#8 · Beedcell 4700001886

distance 0.212

#9 · Beedcell 4700000088

distance 0.213

#10 · Amravaticell 4680000420

distance 0.213 · cross-district

#11 · Beedcell 4700005001

distance 0.213

#12 · Yavatmalcell 5000011495

distance 0.214 · cross-district

#13 · Yavatmalcell 5000004484

distance 0.214 · cross-district

#14 · Buldhanacell 4720001854

distance 0.216 · cross-district

#15 · Jalgaoncell 4780002751

distance 0.22 · cross-district

#16 · Nandedcell 4850002038

distance 0.22 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001176

distance 0.222 · cross-district

#18 · Washimcell 4990000355

distance 0.225 · 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":4700004996}}}'

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.