Triple
T9741787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LeFou (Beauty and the Beast, 2017 film) |
E236201
|
entity |
| Predicate | loyalTo |
P1201
|
FINISHED |
| Object |
Gaston (Beauty and the Beast, 2017 film)
Gaston is the vain, arrogant village hunter and primary antagonist in Disney’s 2017 live-action adaptation of Beauty and the Beast.
|
E817538
|
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: Gaston (Beauty and the Beast, 2017 film) | Statement: [LeFou (Beauty and the Beast, 2017 film), loyalTo, Gaston (Beauty and the Beast, 2017 film)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gaston (Beauty and the Beast, 2017 film) Context triple: [LeFou (Beauty and the Beast, 2017 film), loyalTo, Gaston (Beauty and the Beast, 2017 film)]
-
A.
LeFou in Beauty and the Beast (2017 film)
LeFou in the 2017 live-action film "Beauty and the Beast" is Gaston's bumbling yet loyal sidekick, reimagined with added depth and a subtly portrayed romantic interest in Gaston.
-
B.
Vincent (Beauty and the Beast)
Vincent is the noble, lion-like, subterranean-dwelling protagonist of the 1987–1990 fantasy TV series "Beauty and the Beast," known for his deep emotional bond with Catherine Chandler.
-
C.
Gaston
Gaston is a masculine given name of French origin commonly used in Francophone countries and beyond.
-
D.
Father (Beauty and the Beast character)
Father is a recurring character in the 1987 television series "Beauty and the Beast," known as a wise and compassionate elder figure within the underground community and a trusted confidant of Vincent.
-
E.
Cogsworth
Cogsworth is the pompous yet endearing enchanted mantel clock who serves as the Beast’s strict but loyal majordomo in Disney’s Beauty and the Beast.
- 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: Gaston (Beauty and the Beast, 2017 film) Triple: [LeFou (Beauty and the Beast, 2017 film), loyalTo, Gaston (Beauty and the Beast, 2017 film)]
Generated description
Gaston is the vain, arrogant village hunter and primary antagonist in Disney’s 2017 live-action adaptation of Beauty and the Beast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gaston (Beauty and the Beast, 2017 film) Target entity description: Gaston is the vain, arrogant village hunter and primary antagonist in Disney’s 2017 live-action adaptation of Beauty and the Beast.
-
A.
LeFou in Beauty and the Beast (2017 film)
LeFou in the 2017 live-action film "Beauty and the Beast" is Gaston's bumbling yet loyal sidekick, reimagined with added depth and a subtly portrayed romantic interest in Gaston.
-
B.
Vincent (Beauty and the Beast)
Vincent is the noble, lion-like, subterranean-dwelling protagonist of the 1987–1990 fantasy TV series "Beauty and the Beast," known for his deep emotional bond with Catherine Chandler.
-
C.
Gaston
Gaston is a masculine given name of French origin commonly used in Francophone countries and beyond.
-
D.
Father (Beauty and the Beast character)
Father is a recurring character in the 1987 television series "Beauty and the Beast," known as a wise and compassionate elder figure within the underground community and a trusted confidant of Vincent.
-
E.
Cogsworth
Cogsworth is the pompous yet endearing enchanted mantel clock who serves as the Beast’s strict but loyal majordomo in Disney’s Beauty and the Beast.
- 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_69ca84d3e24481908a476e2231123cf9 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9f2af3e48190b83a442cd0e84062 |
completed | April 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1aff2339c8190b164b13b54a40cec |
completed | April 5, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d1b08ba1f48190830852f9d60e3368 |
completed | April 5, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1b12cff6c81909e0c92f3d603566f |
completed | April 5, 2026, 12:47 a.m. |
Created at: March 30, 2026, 8:23 p.m.