Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003043

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002345

distance 0.189

#2 · Beedcell 4700000208

distance 0.19

#3 · Beedcell 4700000231

distance 0.192

#4 · Solapurcell 4960000785

distance 0.195 · cross-district

#5 · Nashikcell 4870003999

distance 0.199 · cross-district

#6 · Ahmednagarcell 4660011255

distance 0.2 · cross-district

#7 · Beedcell 4700000662

distance 0.201

#8 · Beedcell 4700006404

distance 0.203

#9 · Ahmednagarcell 4660012366

distance 0.204 · cross-district

#10 · Sanglicell 4930006302

distance 0.204 · cross-district

#11 · Ahmednagarcell 4660010108

distance 0.207 · cross-district

#12 · Beedcell 4700006394

distance 0.208

#13 · Dharashivcell 4880002791

distance 0.21 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002052

distance 0.21 · cross-district

#15 · Beedcell 4700000799

distance 0.212

#16 · Dharashivcell 4880002590

distance 0.212 · cross-district

#17 · Ahmednagarcell 4660003750

distance 0.213 · cross-district

#18 · Dharashivcell 4880006379

distance 0.213 · 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":4700003043}}}'

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.