Triple
T14160372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ledoux criterion |
E350920
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Paul Ledoux
Paul Ledoux was a Belgian astrophysicist known for his influential work on stellar structure and stability, including the development of the Ledoux criterion for convection in stars.
|
E1084173
|
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: Paul Ledoux | Statement: [Ledoux criterion, namedAfter, Paul Ledoux]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Ledoux Context triple: [Ledoux criterion, namedAfter, Paul Ledoux]
-
A.
Charles Daoust
Charles Daoust was a 19th-century Canadian journalist, lawyer, and politician from Quebec associated with the radical liberal Parti rouge movement.
-
B.
Kevin Lepage
Kevin Lepage is an American professional stock car racing driver best known for his intermittent NASCAR Cup and Xfinity Series appearances from the 1990s through the 2000s.
-
C.
Ian Laperrière
Ian Laperrière is a retired Canadian professional ice hockey right winger who played over 1,000 NHL games, primarily known for his gritty, hard-working style and leadership.
-
D.
Ian LeFeuvre
Ian LeFeuvre is a Canadian composer, songwriter, and producer known for his work in film, television, and popular music.
-
E.
Paul Gervais
Paul Gervais was a French painter known for his large-scale decorative works and allegorical murals in prominent public buildings.
- 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: Paul Ledoux Triple: [Ledoux criterion, namedAfter, Paul Ledoux]
Generated description
Paul Ledoux was a Belgian astrophysicist known for his influential work on stellar structure and stability, including the development of the Ledoux criterion for convection in stars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Ledoux Target entity description: Paul Ledoux was a Belgian astrophysicist known for his influential work on stellar structure and stability, including the development of the Ledoux criterion for convection in stars.
-
A.
Charles Daoust
Charles Daoust was a 19th-century Canadian journalist, lawyer, and politician from Quebec associated with the radical liberal Parti rouge movement.
-
B.
Kevin Lepage
Kevin Lepage is an American professional stock car racing driver best known for his intermittent NASCAR Cup and Xfinity Series appearances from the 1990s through the 2000s.
-
C.
Ian Laperrière
Ian Laperrière is a retired Canadian professional ice hockey right winger who played over 1,000 NHL games, primarily known for his gritty, hard-working style and leadership.
-
D.
Ian LeFeuvre
Ian LeFeuvre is a Canadian composer, songwriter, and producer known for his work in film, television, and popular music.
-
E.
Paul Gervais
Paul Gervais was a French painter known for his large-scale decorative works and allegorical murals in prominent public buildings.
- 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61393f308190bb357e2bd1916f94 |
completed | April 14, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7f166988190a96d01fb4bd1438e |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fd05f31d9c81908b12befa499fae08 |
completed | May 7, 2026, 9:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd068196fc8190b0c5620c754d2a5c |
completed | May 7, 2026, 9:39 p.m. |
Created at: April 10, 2026, 12:59 a.m.