Triple

T8479438
Position Surface form Disambiguated ID Type / Status
Subject Duff Brewery E200478 entity
Predicate firstAppearance P795 FINISHED
Object The Simpsons episode "Duffless"
"Duffless" is an episode of The Simpsons in which Homer gives up drinking after a visit to the Duff Brewery leads to his arrest for drunk driving.
 E737440 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: The Simpsons episode "Duffless" | Statement: [Duff Brewery, firstAppearance, The Simpsons episode "Duffless"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Simpsons episode "Duffless"
Context triple: [Duff Brewery, firstAppearance, The Simpsons episode "Duffless"]
  • A. The Simpsons episode "Lisa the Simpson"
    "Lisa the Simpson" is a 1998 episode of the animated television series The Simpsons that centers on Lisa fearing she is losing her intelligence due to a supposed family genetic trait.
  • B. The Simpsons
    The Simpsons is a long-running animated television sitcom that satirizes American family life and culture through the misadventures of the Simpson family in the fictional town of Springfield.
  • C. Family Guy episode "Emission Impossible"
    "Emission Impossible" is a fourth-season episode of the animated sitcom Family Guy that follows Stewie’s attempts to prevent his parents from having another baby.
  • D. Family Guy episode "Da Boom"
    "Da Boom" is a notable Family Guy episode that depicts a post-apocalyptic Quahog following Y2K, featuring surreal humor and the introduction of several recurring gags.
  • E. Guilty Simpson
    Guilty Simpson is a Detroit-based hip-hop MC known for his gritty lyricism and frequent collaborations with producer Black Milk and other underground rap artists.
  • 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: The Simpsons episode "Duffless"
Triple: [Duff Brewery, firstAppearance, The Simpsons episode "Duffless"]
Generated description
"Duffless" is an episode of The Simpsons in which Homer gives up drinking after a visit to the Duff Brewery leads to his arrest for drunk driving.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Simpsons episode "Duffless"
Target entity description: "Duffless" is an episode of The Simpsons in which Homer gives up drinking after a visit to the Duff Brewery leads to his arrest for drunk driving.
  • A. The Simpsons episode "Lisa the Simpson"
    "Lisa the Simpson" is a 1998 episode of the animated television series The Simpsons that centers on Lisa fearing she is losing her intelligence due to a supposed family genetic trait.
  • B. The Simpsons
    The Simpsons is a long-running animated television sitcom that satirizes American family life and culture through the misadventures of the Simpson family in the fictional town of Springfield.
  • C. Family Guy episode "Emission Impossible"
    "Emission Impossible" is a fourth-season episode of the animated sitcom Family Guy that follows Stewie’s attempts to prevent his parents from having another baby.
  • D. Family Guy episode "Da Boom"
    "Da Boom" is a notable Family Guy episode that depicts a post-apocalyptic Quahog following Y2K, featuring surreal humor and the introduction of several recurring gags.
  • E. Guilty Simpson
    Guilty Simpson is a Detroit-based hip-hop MC known for his gritty lyricism and frequent collaborations with producer Black Milk and other underground rap artists.
  • 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_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.
Created at: March 30, 2026, 6:12 p.m.