Triple

T12670148
Position Surface form Disambiguated ID Type / Status
Subject John Hughes E302654 entity
Predicate child P120 FINISHED
Object James Hughes
James Hughes is known primarily as the son of influential American filmmaker and screenwriter John Hughes.
E995446 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: James Hughes | Statement: [John Hughes, child, James Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Hughes
Context triple: [John Hughes, child, James Hughes]
  • A. John Coveny
    John Coveny is a television producer and writer best known as the co-creator and executive producer of the crime drama series "Longmire."
  • B. Charles Hopkinson
    Charles Hopkinson was an American portrait and landscape painter known for his depictions of prominent early 20th-century figures and his involvement in the Boston art scene.
  • C. William Hanley
    William Hanley was an American playwright and screenwriter known for his work in television and film, including adaptations such as "Something About Amelia."
  • D. Henry Bemis
    Henry Bemis is the nearsighted, book-loving bank clerk from the classic Twilight Zone episode "Time Enough at Last," known for surviving a nuclear attack only to face a cruel twist of fate involving his beloved reading.
  • E. Zephaniah Platt
    Zephaniah Platt was an American lawyer, politician, and landowner who founded the city of Plattsburgh, New York in the late 18th century.
  • 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: James Hughes
Triple: [John Hughes, child, James Hughes]
Generated description
James Hughes is known primarily as the son of influential American filmmaker and screenwriter John Hughes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Hughes
Target entity description: James Hughes is known primarily as the son of influential American filmmaker and screenwriter John Hughes.
  • A. John Coveny
    John Coveny is a television producer and writer best known as the co-creator and executive producer of the crime drama series "Longmire."
  • B. Charles Hopkinson
    Charles Hopkinson was an American portrait and landscape painter known for his depictions of prominent early 20th-century figures and his involvement in the Boston art scene.
  • C. William Hanley
    William Hanley was an American playwright and screenwriter known for his work in television and film, including adaptations such as "Something About Amelia."
  • D. Henry Bemis
    Henry Bemis is the nearsighted, book-loving bank clerk from the classic Twilight Zone episode "Time Enough at Last," known for surviving a nuclear attack only to face a cruel twist of fate involving his beloved reading.
  • E. Zephaniah Platt
    Zephaniah Platt was an American lawyer, politician, and landowner who founded the city of Plattsburgh, New York in the late 18th century.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96183a6048190b2ef219eb9d20aa4 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6688e101481909bc3b9e13ed84632 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6697e3a688190abd025df1112feba completed May 2, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_69f66a9230608190bfe99290ca1679fa completed May 2, 2026, 9:20 p.m.
Created at: April 9, 2026, 5:20 p.m.