Triple

T15311611
Position Surface form Disambiguated ID Type / Status
Subject The Foreigner (2017 film) E366050 entity
Predicate mainCharacter P1183 FINISHED
Object Liam Hennessy
Liam Hennessy is a cunning and politically powerful Irish deputy First Minister who becomes entangled in a deadly game of manipulation and revenge in the action thriller "The Foreigner."
E1152618 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: Liam Hennessy | Statement: [The Foreigner (2017 film), mainCharacter, Liam Hennessy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liam Hennessy
Context triple: [The Foreigner (2017 film), mainCharacter, Liam Hennessy]
  • A. Liam Sweeney
    Liam Sweeney is a notable individual recognized for achievements that have brought prominence to the surname Sweeney.
  • B. Liam Mullan
    Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
  • C. Liam O'Donnell
    Liam O'Donnell is a filmmaker and screenwriter best known for co-writing and directing the science fiction alien-invasion film series that began with "Skyline."
  • D. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • E. Liam Garrigan
    Liam Garrigan is a British actor known for his roles in film and television, including portraying King Arthur in "Transformers: The Last Knight" and Prince Charming in the series "Once Upon a Time."
  • 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: Liam Hennessy
Triple: [The Foreigner (2017 film), mainCharacter, Liam Hennessy]
Generated description
Liam Hennessy is a cunning and politically powerful Irish deputy First Minister who becomes entangled in a deadly game of manipulation and revenge in the action thriller "The Foreigner."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liam Hennessy
Target entity description: Liam Hennessy is a cunning and politically powerful Irish deputy First Minister who becomes entangled in a deadly game of manipulation and revenge in the action thriller "The Foreigner."
  • A. Liam Sweeney
    Liam Sweeney is a notable individual recognized for achievements that have brought prominence to the surname Sweeney.
  • B. Liam Mullan
    Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
  • C. Liam O'Donnell
    Liam O'Donnell is a filmmaker and screenwriter best known for co-writing and directing the science fiction alien-invasion film series that began with "Skyline."
  • D. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • E. Liam Garrigan
    Liam Garrigan is a British actor known for his roles in film and television, including portraying King Arthur in "Transformers: The Last Knight" and Prince Charming in the series "Once Upon a Time."
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03cd2d5a88190aead748920f93d47 completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b3b8a8c81908aa936613565b87a completed May 9, 2026, 10:23 a.m.
NEDg Description generation batch_69ff0c4d51488190bd21df7a7d1a62de completed May 9, 2026, 10:28 a.m.
NED2 Entity disambiguation (via description) batch_69ff0cc1eb1c819095eba09b850087ff completed May 9, 2026, 10:30 a.m.
Created at: April 10, 2026, 3:16 a.m.