Triple

T8342670
Position Surface form Disambiguated ID Type / Status
Subject USL Academy E195957 entity
Predicate developmentPathwayTo P13378 FINISHED
Object USL professional teams
USL professional teams are clubs competing in the United Soccer League’s senior professional divisions in the United States, serving as the top competitive destination for players progressing through the USL Academy system.
 E728433 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: USL professional teams | Statement: [USL Academy, developmentPathwayTo, USL professional teams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USL professional teams
Context triple: [USL Academy, developmentPathwayTo, USL professional teams]
  • A. USL League One
    USL League One is a professional third-division soccer league in the United States that operates under the United Soccer League and features clubs competing in the American soccer pyramid.
  • B. USL Academy
    USL Academy is a youth development league in the United States that serves as a pathway for young players into the professional ranks of the United Soccer Leagues system.
  • C. USL First Division
    The USL First Division was a former professional men's soccer league in the United States and Canada that served as a second-tier competition below Major League Soccer.
  • D. USL Super League
    The USL Super League is a professional women's soccer league in the United States organized by the United Soccer League as part of its expanding domestic soccer pyramid.
  • E. USL League Two
    USL League Two is a North American pre-professional soccer league primarily serving as a development platform for collegiate players and a pathway to the professional ranks.
  • 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: USL professional teams
Triple: [USL Academy, developmentPathwayTo, USL professional teams]
Generated description
USL professional teams are clubs competing in the United Soccer League’s senior professional divisions in the United States, serving as the top competitive destination for players progressing through the USL Academy system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USL professional teams
Target entity description: USL professional teams are clubs competing in the United Soccer League’s senior professional divisions in the United States, serving as the top competitive destination for players progressing through the USL Academy system.
  • A. USL League One
    USL League One is a professional third-division soccer league in the United States that operates under the United Soccer League and features clubs competing in the American soccer pyramid.
  • B. USL Academy
    USL Academy is a youth development league in the United States that serves as a pathway for young players into the professional ranks of the United Soccer Leagues system.
  • C. USL First Division
    The USL First Division was a former professional men's soccer league in the United States and Canada that served as a second-tier competition below Major League Soccer.
  • D. USL Super League
    The USL Super League is a professional women's soccer league in the United States organized by the United Soccer League as part of its expanding domestic soccer pyramid.
  • E. USL League Two
    USL League Two is a North American pre-professional soccer league primarily serving as a development platform for collegiate players and a pathway to the professional ranks.
  • 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_69ca82ecbdc481908a55cad8ca062d88 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7fe9efec81908e0c9ded3963bac5 completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc72bc43c81909d95c7eb6aefc403 completed April 2, 2026, 1:32 a.m.
NEDg Description generation batch_69cdcb90bec88190a2c19681405aa13e completed April 2, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd0fc9488190a0a576c385b9bc1f completed April 2, 2026, 1:57 a.m.
Created at: March 30, 2026, 5:58 p.m.