Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006872

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005770

distance 0.117

#2 · Beedcell 4700006053

distance 0.146

#3 · Beedcell 4700004334

distance 0.162

#4 · Sanglicell 4930004853

distance 0.195 · cross-district

#5 · Nashikcell 4870003591

distance 0.197 · cross-district

#6 · Dharashivcell 4880006260

distance 0.198 · cross-district

#7 · Beedcell 4700000768

distance 0.203

#8 · Dharashivcell 4880001652

distance 0.204 · cross-district

#9 · Ahmednagarcell 4660003754

distance 0.205 · cross-district

#10 · Dharashivcell 4880001216

distance 0.205 · cross-district

#11 · Buldhanacell 4720001746

distance 0.207 · cross-district

#12 · Dharashivcell 4880001556

distance 0.209 · cross-district

#13 · Beedcell 4700000162

distance 0.212

#14 · Dharashivcell 4880005777

distance 0.212 · cross-district

#15 · Beedcell 4700001428

distance 0.214

#16 · Beedcell 4700000651

distance 0.215

#17 · Ahmednagarcell 4660003790

distance 0.215 · cross-district

#18 · Dharashivcell 4880002658

distance 0.217 · 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":4700006872}}}'

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.