Triple
T1503118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MLS Next Pro |
E33839
|
entity |
| Predicate | relatedCompetition |
P2357
|
FINISHED |
| Object |
MLS Next
MLS Next is a U.S. youth development league and academy system operated under Major League Soccer that serves as a key pathway for young players progressing toward professional competition.
|
E171401
|
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: MLS Next | Statement: [MLS Next Pro, relatedCompetition, MLS Next]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MLS Next Context triple: [MLS Next Pro, relatedCompetition, MLS Next]
-
A.
MLS Next Pro
MLS Next Pro is a professional soccer league in the United States and Canada that serves as the developmental and reserve competition for Major League Soccer clubs.
-
B.
Premier Soccer League
The Premier Soccer League is South Africa’s top professional football league, organizing the country’s highest-level club competitions.
-
C.
National Premier Soccer League
The National Premier Soccer League is a nationwide amateur and semi-professional men's soccer league in the United States that operates in the fourth tier of the American soccer pyramid.
-
D.
Major League Soccer
Major League Soccer is the top-tier professional men's soccer league in the United States and Canada.
-
E.
Club Premier
Club Premier is Aeroméxico’s frequent flyer loyalty program that allows members to earn and redeem points for flights, upgrades, and other travel-related rewards.
- 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: MLS Next Triple: [MLS Next Pro, relatedCompetition, MLS Next]
Generated description
MLS Next is a U.S. youth development league and academy system operated under Major League Soccer that serves as a key pathway for young players progressing toward professional competition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MLS Next Target entity description: MLS Next is a U.S. youth development league and academy system operated under Major League Soccer that serves as a key pathway for young players progressing toward professional competition.
-
A.
MLS Next Pro
MLS Next Pro is a professional soccer league in the United States and Canada that serves as the developmental and reserve competition for Major League Soccer clubs.
-
B.
Premier Soccer League
The Premier Soccer League is South Africa’s top professional football league, organizing the country’s highest-level club competitions.
-
C.
National Premier Soccer League
The National Premier Soccer League is a nationwide amateur and semi-professional men's soccer league in the United States that operates in the fourth tier of the American soccer pyramid.
-
D.
Major League Soccer
Major League Soccer is the top-tier professional men's soccer league in the United States and Canada.
-
E.
Club Premier
Club Premier is Aeroméxico’s frequent flyer loyalty program that allows members to earn and redeem points for flights, upgrades, and other travel-related rewards.
- 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_69a885f352a4819099b24ff15489dede |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a8872fae4c81908e7d6961e6c5fa96 |
completed | March 4, 2026, 7:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad1cb578e4819082d254462e10e4f0 |
completed | March 8, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69ad1d34656481909949b4bfd83c6142 |
completed | March 8, 2026, 6:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad1dd7b34c8190b6957be2112506dd |
completed | March 8, 2026, 6:57 a.m. |
Created at: March 4, 2026, 7:24 p.m.