Triple
T15576455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brexit: The Uncivil War |
E374380
|
entity |
| Predicate | starredActor |
P5563
|
FINISHED |
| Object |
John Heffernan
John Heffernan is a British actor known for his work in television, film, and theatre, including prominent roles in political dramas and period pieces.
|
E1298784
|
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: John Heffernan | Statement: [Brexit: The Uncivil War, starredActor, John Heffernan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Heffernan Context triple: [Brexit: The Uncivil War, starredActor, John Heffernan]
-
A.
John Heffernan
John Heffernan is a screenwriter best known for co-writing the cult action-thriller film "Snakes on a Plane."
-
B.
Doug Heffernan
Doug Heffernan is the lovable, blue-collar delivery driver and central character from the sitcom "The King of Queens," known for his humorous misadventures and everyday married life in Queens, New York.
-
C.
John Doherty
John Doherty is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
-
D.
Phil Heffernan
Phil Heffernan is an artist best known for creating the cover artwork for the novel "Candles Burning."
-
E.
Patrick O’Hearn
Patrick O’Hearn is an American multi-instrumentalist and composer best known for his atmospheric new-age and ambient music, as well as his work as a bassist with artists like Frank Zappa and Missing Persons.
- 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: John Heffernan Triple: [Brexit: The Uncivil War, starredActor, John Heffernan]
Generated description
John Heffernan is a British actor known for his work in television, film, and theatre, including prominent roles in political dramas and period pieces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Heffernan Target entity description: John Heffernan is a British actor known for his work in television, film, and theatre, including prominent roles in political dramas and period pieces.
-
A.
John Heffernan
John Heffernan is a screenwriter best known for co-writing the cult action-thriller film "Snakes on a Plane."
-
B.
Doug Heffernan
Doug Heffernan is the lovable, blue-collar delivery driver and central character from the sitcom "The King of Queens," known for his humorous misadventures and everyday married life in Queens, New York.
-
C.
John Doherty
John Doherty is known as the husband of American actress Michael Learned, famed for her role as Olivia Walton on the television series "The Waltons."
-
D.
Phil Heffernan
Phil Heffernan is an artist best known for creating the cover artwork for the novel "Candles Burning."
-
E.
Patrick O’Hearn
Patrick O’Hearn is an American multi-instrumentalist and composer best known for his atmospheric new-age and ambient music, as well as his work as a bassist with artists like Frank Zappa and Missing Persons.
- 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_69d85ccd575081908909b71a3f3e3a61 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e22c89081909b1ec0cd36a1ef45 |
completed | April 16, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a032ff689cc81908f4944b8917ebe28 |
completed | May 12, 2026, 1:49 p.m. |
| NEDg | Description generation | batch_6a0331d2b1ec81908fdd6278a4e378a4 |
completed | May 12, 2026, 1:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03329ea1b08190b5922485cbee83a8 |
completed | May 12, 2026, 2:01 p.m. |
Created at: April 10, 2026, 4:10 a.m.