Triple

T12337411
Position Surface form Disambiguated ID Type / Status
Subject Todd Lieberman E294124 entity
Predicate educatedAt P5 FINISHED
Object School of Arts and Sciences, University of Pennsylvania E499678 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: School of Arts and Sciences, University of Pennsylvania | Statement: [Todd Lieberman, educatedAt, School of Arts and Sciences, University of Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Arts and Sciences, University of Pennsylvania
Context triple: [Todd Lieberman, educatedAt, School of Arts and Sciences, University of Pennsylvania]
  • A. School of Arts and Sciences, University of Pennsylvania chosen
    The School of Arts and Sciences at the University of Pennsylvania is the institution’s largest academic division, encompassing a wide range of humanities, social sciences, and natural sciences departments and programs.
  • B. School of Engineering and Applied Science, University of Pennsylvania
    The School of Engineering and Applied Science at the University of Pennsylvania is a leading Ivy League engineering school known for its research-intensive programs and interdisciplinary approach to engineering, computer science, and applied science education.
  • C. University of Pennsylvania
    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.
  • D. Princeton University Faculty of Arts and Sciences
    The Princeton University Faculty of Arts and Sciences is the core academic division of Princeton that oversees its humanities, social sciences, natural sciences, and related departments, supporting both undergraduate and graduate education.
  • E. 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.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f678698819091462b44ff3435f6 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aa5f21c8190bcb32a078a2f7ebb completed May 2, 2026, 4:47 p.m.
Created at: April 8, 2026, 9:53 p.m.