Triple

T8965850
Position Surface form Disambiguated ID Type / Status
Subject Bryan Brown E214129 entity
Predicate notableWork P4 FINISHED
Object Old School
Old School is a 2003 American comedy film about three middle-aged men who start a fraternity near their old college, starring Luke Wilson, Will Ferrell, and Vince Vaughn.
 E76732 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: Old School | Statement: [Bryan Brown, notableWork, Old School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Old School
Context triple: [Bryan Brown, notableWork, Old School]
  • A. Old School
    "Old School" is a track from 2Pac’s critically acclaimed 1995 album *Me Against the World*, reflecting on his formative years and the influence of earlier hip-hop culture.
  • B. Old School
    Old School is a 2003 comedy film about three middle-aged men who start a fraternity near their old college, starring Will Ferrell, Luke Wilson, and Vince Vaughn.
  • C. My Old School
    "My Old School" is a jazz-rock song by Steely Dan, known for its intricate arrangements, sardonic lyrics, and storytelling about a notorious college-era incident.
  • D. Old School (2007 album)
    Old School is a 2007 blues album by legendary Chicago blues singer Koko Taylor, showcasing her powerful vocals and traditional, hard-driving style.
  • E. Throwback
    Throwback is a large-scale abstract steel sculpture by American minimalist artist Tony Smith, known for its geometric form and monumental presence in public space.
  • 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: Old School
Triple: [Bryan Brown, notableWork, Old School]
Generated description
Old School is a 2003 American comedy film about three middle-aged men who start a fraternity near their old college, starring Luke Wilson, Will Ferrell, and Vince Vaughn.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Old School
Target entity description: Old School is a 2003 American comedy film about three middle-aged men who start a fraternity near their old college, starring Luke Wilson, Will Ferrell, and Vince Vaughn.
  • A. Old School chosen
    Old School is a 2003 comedy film about three middle-aged men who start a fraternity near their old college, starring Will Ferrell, Luke Wilson, and Vince Vaughn.
  • B. Old School
    "Old School" is a track from 2Pac’s critically acclaimed 1995 album *Me Against the World*, reflecting on his formative years and the influence of earlier hip-hop culture.
  • C. My Old School
    "My Old School" is a jazz-rock song by Steely Dan, known for its intricate arrangements, sardonic lyrics, and storytelling about a notorious college-era incident.
  • D. Old School (2007 album)
    Old School is a 2007 blues album by legendary Chicago blues singer Koko Taylor, showcasing her powerful vocals and traditional, hard-driving style.
  • E. Throwback
    Throwback is a large-scale abstract steel sculpture by American minimalist artist Tony Smith, known for its geometric form and monumental presence in public space.
  • 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_69ca839cd6008190a1546a701a56710c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67623818819096aee155a9b43e8f completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc95514408190ad442069daec0459 completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfc9e01dc88190aeedcd9fb3281688 completed April 3, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69cfca4374c481909ceefcfb1a31bed2 completed April 3, 2026, 2:10 p.m.
Created at: March 30, 2026, 7:01 p.m.