Triple

T14861987
Position Surface form Disambiguated ID Type / Status
Subject AFL clubs E349516 entity
Predicate collectiveBargaining P7880 FINISHED
Object AFL Players Association
The AFL Players Association is the representative body and union for professional Australian Football League players, advocating for their rights, welfare, and employment conditions.
E1126633 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: AFL Players Association | Statement: [AFL clubs, collectiveBargaining, AFL Players Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AFL Players Association
Context triple: [AFL clubs, collectiveBargaining, AFL Players Association]
  • A. Australian Football League Commission
    The Australian Football League Commission is the independent governing body responsible for overseeing and administering the Australian Football League and its major competitions.
  • B. AFL clubs
    AFL clubs are professional Australian rules football teams that compete in the Australian Football League, the sport’s premier national competition.
  • C. West Australian Football Commission
    The West Australian Football Commission is the governing body responsible for overseeing and developing Australian rules football in Western Australia, including the administration of professional clubs and grassroots competitions.
  • D. AFL
    The AFL (American Football League) was a rival professional American football league to the NFL in the 1960s that ultimately merged with it, helping create the modern Super Bowl era.
  • E. AFL
    The AFL (American Federation of Labor) was a major U.S. national federation of labor unions that played a central role in organizing skilled workers and shaping labor policy from the late 19th to mid-20th century.
  • 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: AFL Players Association
Triple: [AFL clubs, collectiveBargaining, AFL Players Association]
Generated description
The AFL Players Association is the representative body and union for professional Australian Football League players, advocating for their rights, welfare, and employment conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AFL Players Association
Target entity description: The AFL Players Association is the representative body and union for professional Australian Football League players, advocating for their rights, welfare, and employment conditions.
  • A. Australian Football League Commission
    The Australian Football League Commission is the independent governing body responsible for overseeing and administering the Australian Football League and its major competitions.
  • B. AFL clubs
    AFL clubs are professional Australian rules football teams that compete in the Australian Football League, the sport’s premier national competition.
  • C. West Australian Football Commission
    The West Australian Football Commission is the governing body responsible for overseeing and developing Australian rules football in Western Australia, including the administration of professional clubs and grassroots competitions.
  • D. AFL
    The AFL (American Football League) was a rival professional American football league to the NFL in the 1960s that ultimately merged with it, helping create the modern Super Bowl era.
  • E. AFL
    The AFL (American Federation of Labor) was a major U.S. national federation of labor unions that played a central role in organizing skilled workers and shaping labor policy from the late 19th to mid-20th century.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: collectiveBargaining
Context triple: [AFL clubs, collectiveBargaining, AFL Players Association]
  • A. laborUnion
    Indicates that an entity is a labor union representing workers in collective employment-related matters.
  • B. negotiation
    Indicates a process in which two or more parties communicate and make offers and counteroffers to reach a mutually acceptable agreement.
  • C. laborRelationsIssue
    Indicates a relationship where there is a dispute, concern, or matter involving labor relations between workers (or their representatives) and employers.
  • D. negotiationAssociatedWith chosen
    Indicates a relationship where a negotiation is connected to, involves, or is conducted by a particular entity (such as a person, organization, or group).
  • E. labour
    Indicates that an entity performs work or exerts effort, typically in a productive, economic, or physical context, often for another entity or purpose.
  • 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_69d822ed7e1881909b90fca143ad7e34 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded573cba881908d6d9ac570a64e5f completed April 15, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72a87dd88190b0f0c3b9b625a7e6 completed May 8, 2026, 11:32 p.m.
NEDg Description generation batch_69fe7360c11481908e2e5127b466e31b completed May 8, 2026, 11:36 p.m.
NED2 Entity disambiguation (via description) batch_69fe743c37308190a045ef5f0ade8508 completed May 8, 2026, 11:39 p.m.
PD Predicate disambiguation batch_69de8c1798c08190b433e9ad21e41a42 completed April 14, 2026, 6:48 p.m.
Created at: April 10, 2026, 1:54 a.m.