Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002218

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000661

distance 0.144

#2 · Ahmednagarcell 4660003509

distance 0.145 · cross-district

#3 · Dharashivcell 4880006301

distance 0.146 · cross-district

#4 · Dharashivcell 4880004443

distance 0.147 · cross-district

#5 · Ahmednagarcell 4660004038

distance 0.15 · cross-district

#6 · Beedcell 4700001442

distance 0.152

#7 · Beedcell 4700001589

distance 0.152

#8 · Dharashivcell 4880004276

distance 0.152 · cross-district

#9 · Beedcell 4700001451

distance 0.155

#10 · Washimcell 4990002123

distance 0.157 · cross-district

#11 · Sanglicell 4930000660

distance 0.157 · cross-district

#12 · Ahmednagarcell 4660009936

distance 0.157 · cross-district

#13 · Beedcell 4700003641

distance 0.159

#14 · Ahmednagarcell 4660010437

distance 0.159 · cross-district

#15 · Laturcell 4810002603

distance 0.16 · cross-district

#16 · Dharashivcell 4880006339

distance 0.161 · cross-district

#17 · Beedcell 4700001168

distance 0.162

#18 · Hingolicell 4770004021

distance 0.164 · 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":4700002218}}}'

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.