Triple

T4043088
Position Surface form Disambiguated ID Type / Status
Subject Lincoln University (Pennsylvania) E83998 entity
Predicate hasNotableAlumnus P51 FINISHED
Object Sheila Oliver
Sheila Oliver was an American politician who served as New Jersey’s lieutenant governor and was a prominent advocate for social justice and affordable housing.
E444776 NE FINISHED

How this triple was built (4 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: Sheila Oliver | Statement: [Lincoln University (Pennsylvania), hasNotableAlumnus, Sheila Oliver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sheila Oliver
Context triple: [Lincoln University (Pennsylvania), hasNotableAlumnus, Sheila Oliver]
  • A. Lesley Laird
    Lesley Laird is a Scottish Labour politician who served as a Member of Parliament and has been involved in UK and Scottish politics, including holding frontbench roles in the Labour Party.
  • B. Lesley Paterson
    Lesley Paterson is a Scottish screenwriter, producer, and former triathlete best known for co-writing the Oscar-winning 2022 adaptation of "All Quiet on the Western Front."
  • C. Barbara McDougall
    Barbara McDougall is a Canadian politician and former Progressive Conservative cabinet minister who served prominently in federal government roles in the late 20th century.
  • D. Barbara Dickson
    Barbara Dickson is a Scottish singer and actress known for her folk-inspired pop music and roles in musical theatre, including the hit musical "Blood Brothers."
  • E. Pamela Munro
    Pamela Munro is an American linguist known for her extensive work documenting and analyzing Indigenous languages of the Americas, including the Maricopa language.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Sheila Oliver
Triple: [Lincoln University (Pennsylvania), hasNotableAlumnus, Sheila Oliver]
Generated description
Sheila Oliver was an American politician who served as New Jersey’s lieutenant governor and was a prominent advocate for social justice and affordable housing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sheila Oliver
Target entity description: Sheila Oliver was an American politician who served as New Jersey’s lieutenant governor and was a prominent advocate for social justice and affordable housing.
  • A. Lesley Laird
    Lesley Laird is a Scottish Labour politician who served as a Member of Parliament and has been involved in UK and Scottish politics, including holding frontbench roles in the Labour Party.
  • B. Lesley Paterson
    Lesley Paterson is a Scottish screenwriter, producer, and former triathlete best known for co-writing the Oscar-winning 2022 adaptation of "All Quiet on the Western Front."
  • C. Barbara McDougall
    Barbara McDougall is a Canadian politician and former Progressive Conservative cabinet minister who served prominently in federal government roles in the late 20th century.
  • D. Barbara Dickson
    Barbara Dickson is a Scottish singer and actress known for her folk-inspired pop music and roles in musical theatre, including the hit musical "Blood Brothers."
  • E. Pamela Munro
    Pamela Munro is an American linguist known for her extensive work documenting and analyzing Indigenous languages of the Americas, including the Maricopa language.
  • F. None of above. chosen

Provenance (5 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_69aed930bd5c819083e7dcc14fc44f69 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb5b65c08190ba3f340ed18737f8 completed March 9, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b66b25d00481909eaf22c7c797c3f1 completed March 15, 2026, 8:17 a.m.
NEDg Description generation batch_69b66d352b448190b17aebe31fd7d765 completed March 15, 2026, 8:26 a.m.
NED2 Entity disambiguation (via description) batch_69b66d817940819083028a48198d8fbb completed March 15, 2026, 8:27 a.m.
Created at: March 9, 2026, 3:37 p.m.