Triple

T23163102
Position Surface form Disambiguated ID Type / Status
Subject Akron Zips men's soccer E578639 entity
Predicate notableAlumnus P304 FINISHED
Object DeAndre Yedlin
DeAndre Yedlin is an American professional soccer player and right-back known for his pace, who has played in Major League Soccer, the English Premier League, and represented the United States at multiple international tournaments.
 E1575315 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: DeAndre Yedlin | Statement: [Akron Zips men's soccer, notableAlumnus, DeAndre Yedlin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DeAndre Yedlin
Context triple: [Akron Zips men's soccer, notableAlumnus, DeAndre Yedlin]
  • A. Gyasi Zardes
    Gyasi Zardes is an American professional soccer forward known for his time with the LA Galaxy in Major League Soccer and for representing the United States national team.
  • B. Moses Barrett III
    Moses Barrett III is the American rapper better known by his stage name Petey Pablo, recognized for early-2000s hits like "Raise Up" and "Freek-a-Leek."
  • C. Jozy Altidore
    Jozy Altidore is an American professional soccer forward known for his powerful play, prolific scoring for the U.S. national team, and successful club career in Major League Soccer and Europe.
  • D. Greg Vanney
    Greg Vanney is an American former professional soccer defender and current coach and executive in Major League Soccer.
  • E. Tyler Adams
    Tyler Adams is an American professional soccer player known for his dynamic midfield play for the U.S. men's national team and top European clubs.
  • 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: DeAndre Yedlin
Triple: [Akron Zips men's soccer, notableAlumnus, DeAndre Yedlin]
Generated description
DeAndre Yedlin is an American professional soccer player and right-back known for his pace, who has played in Major League Soccer, the English Premier League, and represented the United States at multiple international tournaments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DeAndre Yedlin
Target entity description: DeAndre Yedlin is an American professional soccer player and right-back known for his pace, who has played in Major League Soccer, the English Premier League, and represented the United States at multiple international tournaments.
  • A. Gyasi Zardes
    Gyasi Zardes is an American professional soccer forward known for his time with the LA Galaxy in Major League Soccer and for representing the United States national team.
  • B. Moses Barrett III
    Moses Barrett III is the American rapper better known by his stage name Petey Pablo, recognized for early-2000s hits like "Raise Up" and "Freek-a-Leek."
  • C. Jozy Altidore
    Jozy Altidore is an American professional soccer forward known for his powerful play, prolific scoring for the U.S. national team, and successful club career in Major League Soccer and Europe.
  • D. Greg Vanney
    Greg Vanney is an American former professional soccer defender and current coach and executive in Major League Soccer.
  • E. Tyler Adams
    Tyler Adams is an American professional soccer player known for his dynamic midfield play for the U.S. men's national team and top European clubs.
  • 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_69e245fc75348190a0288401044c8af8 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18f29be30819091e18551044a98f3 completed April 29, 2026, 4:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30a21a548190add77bc839424eb3 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c330135cc8190b5a0e512bda6277d completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c375dd5a4819097a80ae43a1c4442 completed May 19, 2026, 10:11 a.m.
Created at: April 17, 2026, 4:02 p.m.