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.