Triple
T20104788
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hey Arnold!: The Jungle Movie |
E490138
|
entity |
| Predicate | coDirector |
P17194
|
FINISHED |
| Object |
Stuart Livingston
Stuart Livingston is an animation director best known for co-directing the television film "Hey Arnold!: The Jungle Movie."
|
E1411428
|
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: Stuart Livingston | Statement: [Hey Arnold!: The Jungle Movie, coDirector, Stuart Livingston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Livingston Context triple: [Hey Arnold!: The Jungle Movie, coDirector, Stuart Livingston]
-
A.
Johnny Giles
Johnny Giles is a former Irish footballer and manager best known as a key midfield playmaker for Don Revie’s highly successful Leeds United side of the 1960s and 1970s.
-
B.
Willie Gallacher
Willie Gallacher was a prominent Scottish communist politician and trade unionist who served as one of the most influential leaders and public faces of the Communist Party of Great Britain in the early to mid-20th century.
-
C.
Davie Cooper
Davie Cooper was a highly skilled Scottish professional footballer, best known as a winger for Rangers and Motherwell and regarded as one of Scotland’s most gifted players of his generation.
-
D.
Leslie Benzies
Leslie Benzies is a Scottish video game producer and designer best known for his leading role in developing the Grand Theft Auto series at Rockstar Games.
-
E.
Dennis Law
Dennis Law is a film producer best known for his work on the fantasy martial arts movie "Warriors of Virtue."
- 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: Stuart Livingston Triple: [Hey Arnold!: The Jungle Movie, coDirector, Stuart Livingston]
Generated description
Stuart Livingston is an animation director best known for co-directing the television film "Hey Arnold!: The Jungle Movie."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Livingston Target entity description: Stuart Livingston is an animation director best known for co-directing the television film "Hey Arnold!: The Jungle Movie."
-
A.
Johnny Giles
Johnny Giles is a former Irish footballer and manager best known as a key midfield playmaker for Don Revie’s highly successful Leeds United side of the 1960s and 1970s.
-
B.
Willie Gallacher
Willie Gallacher was a prominent Scottish communist politician and trade unionist who served as one of the most influential leaders and public faces of the Communist Party of Great Britain in the early to mid-20th century.
-
C.
Davie Cooper
Davie Cooper was a highly skilled Scottish professional footballer, best known as a winger for Rangers and Motherwell and regarded as one of Scotland’s most gifted players of his generation.
-
D.
Leslie Benzies
Leslie Benzies is a Scottish video game producer and designer best known for his leading role in developing the Grand Theft Auto series at Rockstar Games.
-
E.
Dennis Law
Dennis Law is a film producer best known for his work on the fantasy martial arts movie "Warriors of Virtue."
- 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_69da62636cc08190982cc71733a17b8d |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e666daf73c819089f02ca6faa2c283 |
completed | April 20, 2026, 5:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a082714d6648190bfc4c3ba92b8bd45 |
completed | May 16, 2026, 8:13 a.m. |
| NEDg | Description generation | batch_6a082915c66881909dadac08ea4b8bd3 |
completed | May 16, 2026, 8:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0829a921688190a52538f7537e4ce5 |
completed | May 16, 2026, 8:24 a.m. |
Created at: April 11, 2026, 11:28 p.m.