Triple

T3542931
Position Surface form Disambiguated ID Type / Status
Subject Léon Bottou E74927 entity
Predicate coauthorWith P2389 FINISHED
Object Frank Pereira
Frank Pereira is a researcher known for his work in machine learning and related fields, including collaborations with prominent scientists such as Léon Bottou.
E367289 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: Frank Pereira | Statement: [Léon Bottou, coauthorWith, Frank Pereira]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Pereira
Context triple: [Léon Bottou, coauthorWith, Frank Pereira]
  • A. Hal Pereira
    Hal Pereira was a prominent American art director and production designer known for his influential visual work on numerous classic Hollywood films.
  • B. Henry Pereira Mendes
    Henry Pereira Mendes was a prominent 19th–20th century Sephardic rabbi and communal leader in the United States, known for his influential role in modern Orthodox Judaism and Jewish education.
  • C. Affonso Eduardo Reidy
    Affonso Eduardo Reidy was a prominent Brazilian modernist architect known for landmark projects such as the Museum of Modern Art in Rio de Janeiro and the Pedregulho Housing Complex.
  • D. Percy Yutar
    Percy Yutar was a South African state prosecutor best known for leading the case against Nelson Mandela and other anti-apartheid activists during the Rivonia Trial.
  • E. Dean Pereira
    Dean Pereira is a working-class husband and father whose troubled marriage and emotional unraveling form the core of the romantic drama film "Blue Valentine."
  • 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: Frank Pereira
Triple: [Léon Bottou, coauthorWith, Frank Pereira]
Generated description
Frank Pereira is a researcher known for his work in machine learning and related fields, including collaborations with prominent scientists such as Léon Bottou.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Pereira
Target entity description: Frank Pereira is a researcher known for his work in machine learning and related fields, including collaborations with prominent scientists such as Léon Bottou.
  • A. Hal Pereira
    Hal Pereira was a prominent American art director and production designer known for his influential visual work on numerous classic Hollywood films.
  • B. Henry Pereira Mendes
    Henry Pereira Mendes was a prominent 19th–20th century Sephardic rabbi and communal leader in the United States, known for his influential role in modern Orthodox Judaism and Jewish education.
  • C. Affonso Eduardo Reidy
    Affonso Eduardo Reidy was a prominent Brazilian modernist architect known for landmark projects such as the Museum of Modern Art in Rio de Janeiro and the Pedregulho Housing Complex.
  • D. Percy Yutar
    Percy Yutar was a South African state prosecutor best known for leading the case against Nelson Mandela and other anti-apartheid activists during the Rivonia Trial.
  • E. Dean Pereira
    Dean Pereira is a working-class husband and father whose troubled marriage and emotional unraveling form the core of the romantic drama film "Blue Valentine."
  • 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_69ad85d274cc8190ab59c97298a1cfbf completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbf752dd481909226044ffe595338 completed March 8, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bdd0cb4819086119b54c2708850 completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38cb6a2188190b68f4903144a0e51 completed March 13, 2026, 4:04 a.m.
NED2 Entity disambiguation (via description) batch_69b39062a10c8190bc227c02cf4f3ab1 completed March 13, 2026, 4:19 a.m.
Created at: March 8, 2026, 3:20 p.m.