Triple

T3892985
Position Surface form Disambiguated ID Type / Status
Subject Major League Soccer Players Association E88103 entity
Predicate shortName P43 FINISHED
Object MLSPA
MLSPA is the labor union that represents professional soccer players in Major League Soccer in collective bargaining and workplace matters.
E396514 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: MLSPA | Statement: [Major League Soccer Players Association, shortName, MLSPA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MLSPA
Context triple: [Major League Soccer Players Association, shortName, MLSPA]
  • A. MASP
    MASP (Museu de Arte de São Paulo) is one of Brazil’s most important art museums, renowned for its striking modernist architecture and extensive collection of Western and Brazilian art.
  • B. SPLS
    SPLS is the former NASDAQ stock ticker symbol for Staples Inc., a major American office supplies retail company.
  • C. LSA
    LSA is the vehicle registration code used on license plates for the German federal state of Saxony-Anhalt.
  • D. LSA
    LSA is the commonly used abbreviation for the University of Michigan’s College of Literature, Science, and the Arts, its largest and oldest academic unit offering a broad liberal arts education.
  • E. ML
    ML is a statically typed functional programming language developed at the University of Edinburgh, known for pioneering features like type inference, pattern matching, and modules that strongly influenced later languages such as Elm, Haskell, and OCaml.
  • 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: MLSPA
Triple: [Major League Soccer Players Association, shortName, MLSPA]
Generated description
MLSPA is the labor union that represents professional soccer players in Major League Soccer in collective bargaining and workplace matters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MLSPA
Target entity description: MLSPA is the labor union that represents professional soccer players in Major League Soccer in collective bargaining and workplace matters.
  • A. MASP
    MASP (Museu de Arte de São Paulo) is one of Brazil’s most important art museums, renowned for its striking modernist architecture and extensive collection of Western and Brazilian art.
  • B. SPLS
    SPLS is the former NASDAQ stock ticker symbol for Staples Inc., a major American office supplies retail company.
  • C. LSA
    LSA is the vehicle registration code used on license plates for the German federal state of Saxony-Anhalt.
  • D. LSA
    LSA is the commonly used abbreviation for the University of Michigan’s College of Literature, Science, and the Arts, its largest and oldest academic unit offering a broad liberal arts education.
  • E. ML
    ML is a statically typed functional programming language developed at the University of Edinburgh, known for pioneering features like type inference, pattern matching, and modules that strongly influenced later languages such as Elm, Haskell, and OCaml.
  • 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_69aed9466d548190939f5217a23ed4ac completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecce860c8190b16eca2e14f6544f completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51c96ff648190b03807547930d51d completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51d14269881909b75083e3928163a completed March 14, 2026, 8:32 a.m.
NED2 Entity disambiguation (via description) batch_69b51d73ecd48190881c15ff6e0daea0 completed March 14, 2026, 8:33 a.m.
Created at: March 9, 2026, 3:21 p.m.