Triple
T3621435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stranger Than Fiction |
E76735
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Niall Johnson
Niall Johnson is a British film director and screenwriter known for his work on character-driven dramas and comedies.
|
E372934
|
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: Niall Johnson | Statement: [Stranger Than Fiction, producer, Niall Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niall Johnson Context triple: [Stranger Than Fiction, producer, Niall Johnson]
-
A.
Niall Quinn
Niall Quinn is a former Irish professional footballer and businessman best known for his time as a striker with Arsenal, Manchester City, and Sunderland, and for later serving as chairman of Sunderland AFC.
-
B.
Kieran Doherty
Kieran Doherty was an Irish republican and Provisional IRA member who died on hunger strike in 1981 while serving as a Teachta Dála (member of the Irish parliament).
-
C.
Seamus McGarvey
Seamus McGarvey is an acclaimed Irish cinematographer known for his visually striking work on major films such as Atonement, Avengers Assemble, and Godzilla (2014).
-
D.
Darragh MacAnthony
Darragh MacAnthony is an Irish businessman best known as the long-serving and outspoken owner and chairman of English football club Peterborough United.
-
E.
Seamus Costello
Seamus Costello was an Irish republican socialist leader and militant who played a key role in the split from the Official IRA and became a founding figure of the Irish National Liberation Army.
- 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: Niall Johnson Triple: [Stranger Than Fiction, producer, Niall Johnson]
Generated description
Niall Johnson is a British film director and screenwriter known for his work on character-driven dramas and comedies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Niall Johnson Target entity description: Niall Johnson is a British film director and screenwriter known for his work on character-driven dramas and comedies.
-
A.
Niall Quinn
Niall Quinn is a former Irish professional footballer and businessman best known for his time as a striker with Arsenal, Manchester City, and Sunderland, and for later serving as chairman of Sunderland AFC.
-
B.
Kieran Doherty
Kieran Doherty was an Irish republican and Provisional IRA member who died on hunger strike in 1981 while serving as a Teachta Dála (member of the Irish parliament).
-
C.
Seamus McGarvey
Seamus McGarvey is an acclaimed Irish cinematographer known for his visually striking work on major films such as Atonement, Avengers Assemble, and Godzilla (2014).
-
D.
Darragh MacAnthony
Darragh MacAnthony is an Irish businessman best known as the long-serving and outspoken owner and chairman of English football club Peterborough United.
-
E.
Seamus Costello
Seamus Costello was an Irish republican socialist leader and militant who played a key role in the split from the Official IRA and became a founding figure of the Irish National Liberation Army.
- 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_69ad85dae2fc81908d1ceadbc6af0089 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc2b9aa608190a680b250ecf63156 |
completed | March 8, 2026, 6:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4331e75d08190ad1ce3e7ef26454a |
completed | March 13, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69b436140e9c81909c0616e6fce36c2b |
completed | March 13, 2026, 4:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b439c83580819091024e692847a7db |
completed | March 13, 2026, 4:22 p.m. |
Created at: March 8, 2026, 3:23 p.m.