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.