Triple

T13003919
Position Surface form Disambiguated ID Type / Status
Subject Richard Linklater E322237 entity
Predicate notableWork P4 FINISHED
Object Slacker
Slacker is a 1990 independent film by Richard Linklater that follows a series of eccentric characters in Austin, Texas through a loosely connected, dialogue-driven narrative.
E1016117 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: Slacker | Statement: [Richard Linklater, notableWork, Slacker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Slacker
Context triple: [Richard Linklater, notableWork, Slacker]
  • A. Slackers
    "Slackers" is a 2002 college-set teen comedy film about a group of scheming students whose elaborate cheating operation unravels when they are blackmailed by an awkward classmate.
  • B. The Chumscrubber
    The Chumscrubber is a 2005 dark comedy-drama film that satirizes suburban life and teenage alienation through an ensemble story set in a seemingly perfect but emotionally hollow community.
  • C. Knocked Up
    "Knocked Up" is a song by American rock band Kings of Leon, known for its brooding, atmospheric build and serving as the opening track on their album "Because of the Times."
  • D. Knocked Up
    Knocked Up is a 2007 romantic comedy film about an unexpected pregnancy that forces a slacker and a career-focused woman to confront adulthood and responsibility.
  • E. Punch Drunk Love
    Punch Drunk Love is a track by Common from his album "Universal Mind Control," blending hip hop with experimental, electronic-influenced production.
  • 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: Slacker
Triple: [Richard Linklater, notableWork, Slacker]
Generated description
Slacker is a 1990 independent film by Richard Linklater that follows a series of eccentric characters in Austin, Texas through a loosely connected, dialogue-driven narrative.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Slacker
Target entity description: Slacker is a 1990 independent film by Richard Linklater that follows a series of eccentric characters in Austin, Texas through a loosely connected, dialogue-driven narrative.
  • A. Slackers
    "Slackers" is a 2002 college-set teen comedy film about a group of scheming students whose elaborate cheating operation unravels when they are blackmailed by an awkward classmate.
  • B. The Chumscrubber
    The Chumscrubber is a 2005 dark comedy-drama film that satirizes suburban life and teenage alienation through an ensemble story set in a seemingly perfect but emotionally hollow community.
  • C. Knocked Up
    "Knocked Up" is a song by American rock band Kings of Leon, known for its brooding, atmospheric build and serving as the opening track on their album "Because of the Times."
  • D. Knocked Up
    Knocked Up is a 2007 romantic comedy film about an unexpected pregnancy that forces a slacker and a career-focused woman to confront adulthood and responsibility.
  • E. Punch Drunk Love
    Punch Drunk Love is a track by Common from his album "Universal Mind Control," blending hip hop with experimental, electronic-influenced production.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e9a2a448190968833354280e474 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c107f990819093042560b1bc4473 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c43bc75c8190887b8135fbc8bbb5 completed May 3, 2026, 3:42 a.m.
NED2 Entity disambiguation (via description) batch_69f6c50cf3c08190b1ef6379f1f96201 completed May 3, 2026, 3:46 a.m.
Created at: April 9, 2026, 8:47 p.m.