Triple

T11818082
Position Surface form Disambiguated ID Type / Status
Subject Randy Ambrosie E281053 entity
Predicate employer P7 FINISHED
Object CFL Players’ Association
The CFL Players’ Association is the labor union that represents Canadian Football League players in collective bargaining and workplace matters.
 E948156 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: CFL Players’ Association | Statement: [Randy Ambrosie, employer, CFL Players’ Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CFL Players’ Association
Context triple: [Randy Ambrosie, employer, CFL Players’ Association]
  • A. Canadian Football League
    The Canadian Football League is Canada's professional gridiron football league, featuring teams from across the country competing for the Grey Cup championship.
  • B. National Football League Players Association
    The National Football League Players Association is the labor union that represents NFL players in collective bargaining, workplace protections, and related negotiations with team owners and league management.
  • C. CFL network
    The CFL network is Luxembourg’s national railway system operated by the state-owned company Chemins de Fer Luxembourgeois, connecting domestic routes with major international lines.
  • D. CFL
    CFL is Luxembourg’s national state-owned railway company, responsible for operating the country’s passenger and freight rail services.
  • E. CFL
    The CFL (Canadian Football League) is Canada's professional gridiron football league, featuring teams such as the Toronto Argonauts competing for the Grey Cup championship.
  • 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: CFL Players’ Association
Triple: [Randy Ambrosie, employer, CFL Players’ Association]
Generated description
The CFL Players’ Association is the labor union that represents Canadian Football League players in collective bargaining and workplace matters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CFL Players’ Association
Target entity description: The CFL Players’ Association is the labor union that represents Canadian Football League players in collective bargaining and workplace matters.
  • A. Canadian Football League
    The Canadian Football League is Canada's professional gridiron football league, featuring teams from across the country competing for the Grey Cup championship.
  • B. National Football League Players Association
    The National Football League Players Association is the labor union that represents NFL players in collective bargaining, workplace protections, and related negotiations with team owners and league management.
  • C. CFL network
    The CFL network is Luxembourg’s national railway system operated by the state-owned company Chemins de Fer Luxembourgeois, connecting domestic routes with major international lines.
  • D. CFL
    CFL is Luxembourg’s national state-owned railway company, responsible for operating the country’s passenger and freight rail services.
  • E. CFL
    The CFL (Canadian Football League) is Canada's professional gridiron football league, featuring teams such as the Toronto Argonauts competing for the Grey Cup championship.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5e760988190b50d13bba5ef5b43 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131cbf9708190ba8394fb3508b975 completed April 28, 2026, 10:16 p.m.
NEDg Description generation batch_69f14e8a1b788190a1704d6e102342e3 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f15715a1588190ba0ec21647adc57c completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.