Triple

T2824890
Position Surface form Disambiguated ID Type / Status
Subject Ashley Biden E54895 entity
Predicate educatedAt P5 FINISHED
Object University of Pennsylvania School of Social Policy and Practice E53 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: University of Pennsylvania School of Social Policy and Practice | Statement: [Ashley Biden, educatedAt, University of Pennsylvania School of Social Policy and Practice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Pennsylvania School of Social Policy and Practice
Context triple: [Ashley Biden, educatedAt, University of Pennsylvania School of Social Policy and Practice]
  • A. University of Pennsylvania chosen
    The University of Pennsylvania is a prestigious Ivy League research university in Philadelphia known for its strong programs across disciplines, including engineering, business, law, and medicine.
  • B. University of the Sciences in Philadelphia
    The University of the Sciences in Philadelphia was a specialized private university known for its strong programs in pharmacy, health sciences, and related STEM fields.
  • C. Heller School for Social Policy and Management
    The Heller School for Social Policy and Management is a graduate school at Brandeis University known for its focus on social policy, social justice, and management in the public and nonprofit sectors.
  • D. Atlanta University School of Social Work
    Atlanta University School of Social Work was a pioneering graduate institution dedicated to training African American social workers and advancing social justice in the United States.
  • E. Drexel University
    Drexel University is a private research university in Philadelphia known for its cooperative education (co-op) programs that integrate professional work experience with academic study.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ab49e100c0819082a40cb797383243 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde925e688190bb390d3182f8c4f0 completed March 7, 2026, 8:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afceaf9298819093eb24a8ff0b5e02 completed March 10, 2026, 7:56 a.m.
Created at: March 6, 2026, 9:59 p.m.