Triple

T14558876
Position Surface form Disambiguated ID Type / Status
Subject Maid in Manhattan E341616 entity
Predicate producer P490 FINISHED
Object John Hughes
John Hughes was an influential American filmmaker and screenwriter best known for writing and directing iconic 1980s teen and family comedies such as "The Breakfast Club," "Sixteen Candles," 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: [Maid in Manhattan, producer, John Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Hughes
Context triple: [Maid in Manhattan, producer, John Hughes]
  • 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
    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. 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: [Maid in Manhattan, producer, John Hughes]
Generated description
John Hughes was an influential American filmmaker and screenwriter best known for writing and directing iconic 1980s teen and family comedies such as "The Breakfast Club," "Sixteen Candles," 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 writing and directing iconic 1980s teen and family comedies such as "The Breakfast Club," "Sixteen Candles," 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3881b788190922932fb8ff81160 completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac003b08190923d469b3422cdab completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8b2989288190812565b3b59ad1fc completed May 8, 2026, 7:05 a.m.
NED2 Entity disambiguation (via description) batch_69fd8db224948190ac797626aa0c38ec completed May 8, 2026, 7:16 a.m.
Created at: April 10, 2026, 1:23 a.m.