Triple

T8479461
Position Surface form Disambiguated ID Type / Status
Subject Duff Brewery E200478 entity
Predicate hasNotableEpisodeFocus P61669 FINISHED
Object "Duffless"
"Duffless" is an episode of The Simpsons in which Homer gives up drinking beer after a DUI arrest, leading to comedic and heartfelt consequences for his life and relationships.
E737441 NE FINISHED

How this triple was built (5 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: "Duffless" | Statement: [Duff Brewery, hasNotableEpisodeFocus, "Duffless"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Duffless"
Context triple: [Duff Brewery, hasNotableEpisodeFocus, "Duffless"]
  • A. "The Adventures of a Nobody"
    "The Adventures of a Nobody" is a memoir by Louisa Catherine Adams, wife of U.S. President John Quincy Adams, offering a rare firsthand perspective on early American political and social life from a woman's point of view.
  • B. A Pocketful of Happiness
    A Pocketful of Happiness is a memoir by actor Richard E. Grant reflecting on his life, career, and the experience of caring for his late wife during her illness.
  • C. The Gashlycrumb Tinies
    The Gashlycrumb Tinies is a darkly comic, alphabet-based picture book by Edward Gorey that depicts the morbidly humorous deaths of 26 children, each corresponding to a letter.
  • D. The Adventures of a Nobody
    The Adventures of a Nobody is a literary work whose title suggests a narrative centered on an unremarkable or anonymous protagonist experiencing noteworthy events.
  • E. The Biscuit Boys
    The Biscuit Boys was an informal nickname for the Royal Berkshire Regiment, a historic infantry regiment of the British Army.
  • 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: "Duffless"
Triple: [Duff Brewery, hasNotableEpisodeFocus, "Duffless"]
Generated description
"Duffless" is an episode of The Simpsons in which Homer gives up drinking beer after a DUI arrest, leading to comedic and heartfelt consequences for his life and relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Duffless"
Target entity description: "Duffless" is an episode of The Simpsons in which Homer gives up drinking beer after a DUI arrest, leading to comedic and heartfelt consequences for his life and relationships.
  • A. "The Adventures of a Nobody"
    "The Adventures of a Nobody" is a memoir by Louisa Catherine Adams, wife of U.S. President John Quincy Adams, offering a rare firsthand perspective on early American political and social life from a woman's point of view.
  • B. A Pocketful of Happiness
    A Pocketful of Happiness is a memoir by actor Richard E. Grant reflecting on his life, career, and the experience of caring for his late wife during her illness.
  • C. The Gashlycrumb Tinies
    The Gashlycrumb Tinies is a darkly comic, alphabet-based picture book by Edward Gorey that depicts the morbidly humorous deaths of 26 children, each corresponding to a letter.
  • D. The Adventures of a Nobody
    The Adventures of a Nobody is a literary work whose title suggests a narrative centered on an unremarkable or anonymous protagonist experiencing noteworthy events.
  • E. The Biscuit Boys
    The Biscuit Boys was an informal nickname for the Royal Berkshire Regiment, a historic infantry regiment of the British Army.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNotableEpisodeFocus
Context triple: [Duff Brewery, hasNotableEpisodeFocus, "Duffless"]
  • A. notableEpisode
    Indicates that a particular episode is especially significant, memorable, or noteworthy in relation to the subject.
  • B. hasEpisodeAbout chosen
    Indicates that a particular episode (such as of a show, podcast, or series) focuses on, discusses, or is centered around a specified subject or topic.
  • C. hasNotableSubject
    Indicates that an entity is associated with a subject that is particularly significant, prominent, or noteworthy in relation to it.
  • D. hasNotableFeature
    Indicates that an entity possesses a specific characteristic, trait, or attribute that is considered significant or noteworthy.
  • E. hasNotablePhrase
    Indicates that an entity is associated with a specific phrase or expression that is considered notable or characteristic of it.
  • F. None of above.

Provenance (6 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_69ca831b17988190a1f3f3413d57b820 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5232d008190ae55b982f5fc9e8b completed March 31, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a22d6e481908bdb0b9cc0df0113 completed April 2, 2026, 9:42 a.m.
NEDg Description generation batch_69ce3cddba648190be303823862a0423 completed April 2, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_69ce3d5edabc8190b985546b8242e90a completed April 2, 2026, 9:56 a.m.
PD Predicate disambiguation batch_69cbd104250c8190b4c499dcc9937494 completed March 31, 2026, 1:49 p.m.
Created at: March 30, 2026, 6:12 p.m.