Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000821

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001208

distance 0.182

#2 · Dharashivcell 4880005296

distance 0.189 · cross-district

#3 · Solapurcell 4960001114

distance 0.19 · cross-district

#4 · Dharashivcell 4880004546

distance 0.191 · cross-district

#5 · Solapurcell 4960001222

distance 0.198 · cross-district

#6 · Dharashivcell 4880005674

distance 0.201 · cross-district

#7 · Parbhanicell 4890000617

distance 0.203 · cross-district

#8 · Beedcell 4700000583

distance 0.204

#9 · Beedcell 4700008080

distance 0.205

#10 · Beedcell 4700001338

distance 0.206

#11 · Solapurcell 4960007391

distance 0.207 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690006340

distance 0.208 · cross-district

#13 · Parbhanicell 4890000571

distance 0.209 · cross-district

#14 · Beedcell 4700000134

distance 0.209

#15 · Buldhanacell 4720000925

distance 0.21 · cross-district

#16 · Dharashivcell 4880000819

distance 0.212 · cross-district

#17 · Dharashivcell 4880000088

distance 0.212 · cross-district

#18 · Beedcell 4700000218

distance 0.214

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":4700000821}}}'

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.