Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001946

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001484

distance 0.156

#2 · Beedcell 4700005421

distance 0.179

#3 · Dharashivcell 4880002665

distance 0.194 · cross-district

#4 · Sanglicell 4930006083

distance 0.209 · cross-district

#5 · Beedcell 4700001784

distance 0.212

#6 · Beedcell 4700000164

distance 0.227

#7 · Dharashivcell 4880005396

distance 0.234 · cross-district

#8 · Buldhanacell 4720005224

distance 0.235 · cross-district

#9 · Washimcell 4990003989

distance 0.236 · cross-district

#10 · Beedcell 4700003763

distance 0.24

#11 · Buldhanacell 4720006877

distance 0.243 · cross-district

#12 · Beedcell 4700001313

distance 0.243

#13 · Beedcell 4700004130

distance 0.244

#14 · Buldhanacell 4720000439

distance 0.247 · cross-district

#15 · Dharashivcell 4880000991

distance 0.252 · cross-district

#16 · Sanglicell 4930006160

distance 0.253 · cross-district

#17 · Jalgaoncell 4780003701

distance 0.254 · cross-district

#18 · Laturcell 4810000007

distance 0.255 · 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":4700001946}}}'

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.