Triple

T12811834
Position Surface form Disambiguated ID Type / Status
Subject William J. Guarnere E306289 entity
Predicate portrayedBy P1507 FINISHED
Object Frank John Hughes
Frank John Hughes is an American actor best known for his role as World War II paratrooper William "Wild Bill" Guarnere in the HBO miniseries "Band of Brothers."
E1034795 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: Frank John Hughes | Statement: [William J. Guarnere, portrayedBy, Frank John Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank John Hughes
Context triple: [William J. Guarnere, portrayedBy, Frank John Hughes]
  • A. Patrick Hughes
    Patrick Hughes is an Australian film director best known for helming action movies such as *The Expendables 3* and *The Hitman's Bodyguard*.
  • B. Gerald Hughes
    Gerald Hughes is best known as the brother of British poet Ted Hughes and as a writer and memoirist who documented their family life and Yorkshire upbringing.
  • C. John Hodge
    John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
  • D. Al Hughes
    Al Hughes is the central character of the 1986 sitcom "The Redd Foxx Show," portrayed as a middle-aged man navigating family, work, and comedic everyday challenges.
  • E. Frank Bowden
    Frank Bowden was a British businessman best known for transforming Raleigh into one of the world’s largest and most influential bicycle manufacturers in the late 19th and early 20th centuries.
  • 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: Frank John Hughes
Triple: [William J. Guarnere, portrayedBy, Frank John Hughes]
Generated description
Frank John Hughes is an American actor best known for his role as World War II paratrooper William "Wild Bill" Guarnere in the HBO miniseries "Band of Brothers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank John Hughes
Target entity description: Frank John Hughes is an American actor best known for his role as World War II paratrooper William "Wild Bill" Guarnere in the HBO miniseries "Band of Brothers."
  • A. Patrick Hughes
    Patrick Hughes is an Australian film director best known for helming action movies such as *The Expendables 3* and *The Hitman's Bodyguard*.
  • B. Gerald Hughes
    Gerald Hughes is best known as the brother of British poet Ted Hughes and as a writer and memoirist who documented their family life and Yorkshire upbringing.
  • C. John Hodge
    John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
  • D. Al Hughes
    Al Hughes is the central character of the 1986 sitcom "The Redd Foxx Show," portrayed as a middle-aged man navigating family, work, and comedic everyday challenges.
  • E. Frank Bowden
    Frank Bowden was a British businessman best known for transforming Raleigh into one of the world’s largest and most influential bicycle manufacturers in the late 19th and early 20th centuries.
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e9adcf08190a12801adcc613477 completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f71f0a5a58819082111550a65a04b9 completed May 3, 2026, 10:10 a.m.
NEDg Description generation batch_69f720861728819088bc43753d19bef8 completed May 3, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69f7212ca3f48190915d73f987ec60d2 completed May 3, 2026, 10:19 a.m.
Created at: April 9, 2026, 5:31 p.m.