Triple

T15275402
Position Surface form Disambiguated ID Type / Status
Subject Beethoven E365124 entity
Predicate storyBy P1955 FINISHED
Object John Hughes
John Hughes was an influential American filmmaker and screenwriter best known for his iconic 1980s teen comedies such as "The Breakfast Club" and "Ferris Bueller's Day Off."
E302654 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 Hughes | Statement: [Beethoven, storyBy, John Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Hughes
Context triple: [Beethoven, storyBy, John Hughes]
  • A. John Hughes
    John Hughes was an influential American filmmaker and screenwriter best known for his iconic 1980s teen comedies and heartfelt coming-of-age films such as "The Breakfast Club," "Sixteen Candles," and "Ferris Bueller's Day Off."
  • B. John Hughes
    John Hughes was a 19th-century Welsh industrialist whose establishment of a major steelworks in the Russian Empire led to the development of the city that became Donetsk.
  • C. John Hughes
    John Hughes was an English poet, essayist, and librettist of the early 18th century, known for his literary works and contributions to the arts in London.
  • D. John Hughes
    John Hughes was a 19th-century Irish-born American Catholic archbishop of New York who played a major role in expanding Catholic education in the United States.
  • E. John Hughes
    John Hughes is a visual effects pioneer and entrepreneur best known as the co-founder of the Academy Award–winning VFX company Rhythm & Hues Studios.
  • 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 Hughes
Triple: [Beethoven, storyBy, John Hughes]
Generated description
John Hughes was an influential American filmmaker and screenwriter best known for his iconic 1980s teen comedies such as "The Breakfast Club" and "Ferris Bueller's Day Off."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Hughes
Target entity description: John Hughes was an influential American filmmaker and screenwriter best known for his iconic 1980s teen comedies such as "The Breakfast Club" and "Ferris Bueller's Day Off."
  • A. John Hughes
    John Hughes was a 19th-century Irish-born American Catholic archbishop of New York who played a major role in expanding Catholic education in the United States.
  • B. John Hughes chosen
    John Hughes was an influential American filmmaker and screenwriter best known for his iconic 1980s teen comedies and heartfelt coming-of-age films such as "The Breakfast Club," "Sixteen Candles," and "Ferris Bueller's Day Off."
  • C. John Hughes
    John Hughes was a 19th-century Welsh industrialist whose establishment of a major steelworks in the Russian Empire led to the development of the city that became Donetsk.
  • D. John Hughes
    John Hughes was an English poet, essayist, and librettist of the early 18th century, known for his literary works and contributions to the arts in London.
  • E. John Hughes
    John Hughes is a visual effects pioneer and entrepreneur best known as the co-founder of the Academy Award–winning VFX company Rhythm & Hues Studios.
  • F. None of above.

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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00952731c8190bf6a5e6e10c95b94 completed April 15, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef7186d481909067f8088f3ea497 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef3374a34819094e0a4ac7bf89059 completed May 9, 2026, 8:41 a.m.
NED2 Entity disambiguation (via description) batch_69fef41c898881908ed3520643918445 completed May 9, 2026, 8:45 a.m.
Created at: April 10, 2026, 3:14 a.m.