Triple

T13932730
Position Surface form Disambiguated ID Type / Status
Subject The Meth Lab E335031 entity
Predicate featuresArtist P1952 FINISHED
Object Hue Hef
Hue Hef is a hip-hop artist known for his guest appearance on the track "The Meth Lab."
E1069285 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: Hue Hef | Statement: [The Meth Lab, featuresArtist, Hue Hef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hue Hef
Context triple: [The Meth Lab, featuresArtist, Hue Hef]
  • A. Happy Felsch
    Happy Felsch was an American Major League Baseball outfielder best known as one of the Chicago White Sox players banned for his role in the 1919 Black Sox Scandal.
  • B. Wally Badarou
    Wally Badarou is a French musician, composer, and producer best known for his influential session work in the 1980s and collaborations across pop, funk, and world music.
  • C. Gil Doud
    Gil Doud was an American screenwriter best known for his work on mid-20th-century Hollywood films, particularly war and action dramas.
  • D. Buzz Hauser
    Buzz Hauser is a witty, pop-culture-obsessed gay man who becomes one of the central emotional anchors among the group of friends in the play "Love! Valour! Compassion!".
  • E. Hank Fallon
    Hank Fallon is a character in the classic 1949 film noir "White Heat," which centers on the violent life of a psychopathic gangster.
  • 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: Hue Hef
Triple: [The Meth Lab, featuresArtist, Hue Hef]
Generated description
Hue Hef is a hip-hop artist known for his guest appearance on the track "The Meth Lab."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hue Hef
Target entity description: Hue Hef is a hip-hop artist known for his guest appearance on the track "The Meth Lab."
  • A. Happy Felsch
    Happy Felsch was an American Major League Baseball outfielder best known as one of the Chicago White Sox players banned for his role in the 1919 Black Sox Scandal.
  • B. Wally Badarou
    Wally Badarou is a French musician, composer, and producer best known for his influential session work in the 1980s and collaborations across pop, funk, and world music.
  • C. Gil Doud
    Gil Doud was an American screenwriter best known for his work on mid-20th-century Hollywood films, particularly war and action dramas.
  • D. Buzz Hauser
    Buzz Hauser is a witty, pop-culture-obsessed gay man who becomes one of the central emotional anchors among the group of friends in the play "Love! Valour! Compassion!".
  • E. Hank Fallon
    Hank Fallon is a character in the classic 1949 film noir "White Heat," which centers on the violent life of a psychopathic gangster.
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf13b2881908a48058a719d3745 completed April 14, 2026, 12:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce8452648190b7392d75eb1ca874 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f7cf37cd7c81908f4da2495403bc6c completed May 3, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69f7cfee80a881909de648b20043bf6d completed May 3, 2026, 10:45 p.m.
Created at: April 9, 2026, 10:17 p.m.