Triple

T6438327
Position Surface form Disambiguated ID Type / Status
Subject Major League Baseball drug prevention and treatment program E129955 entity
Predicate appliesTo P1129 FINISHED
Object Major League Baseball players
Major League Baseball players are professional athletes who compete at the highest level of organized baseball in North America, representing MLB teams in the United States and Canada.
E592688 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: Major League Baseball players | Statement: [Major League Baseball drug prevention and treatment program, appliesTo, Major League Baseball players]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Major League Baseball players
Context triple: [Major League Baseball drug prevention and treatment program, appliesTo, Major League Baseball players]
  • A. Major League Baseball pitchers
    Major League Baseball pitchers are professional athletes who specialize in throwing the ball to begin each play, using a variety of pitches and strategies to prevent opposing batters from getting on base or scoring.
  • B. Major League Baseball
    Major League Baseball is the premier professional baseball organization in North America, comprising teams from the United States and Canada and representing the highest level of play in the sport.
  • C. Major League Baseball owners
    Major League Baseball owners are individuals or ownership groups that hold controlling financial and operational stakes in MLB franchises, shaping league governance, team management, and the overall direction of professional baseball in North America.
  • D. Major League Baseball teams
    Major League Baseball teams are professional baseball franchises in North America that compete at the highest level of the sport in the American and National Leagues.
  • E. Major League Baseball umpires
    Major League Baseball umpires are the professional officials responsible for enforcing the rules, making judgment calls on plays, and maintaining order during MLB games.
  • 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: Major League Baseball players
Triple: [Major League Baseball drug prevention and treatment program, appliesTo, Major League Baseball players]
Generated description
Major League Baseball players are professional athletes who compete at the highest level of organized baseball in North America, representing MLB teams in the United States and Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Major League Baseball players
Target entity description: Major League Baseball players are professional athletes who compete at the highest level of organized baseball in North America, representing MLB teams in the United States and Canada.
  • A. Major League Baseball pitchers
    Major League Baseball pitchers are professional athletes who specialize in throwing the ball to begin each play, using a variety of pitches and strategies to prevent opposing batters from getting on base or scoring.
  • B. Major League Baseball
    Major League Baseball is the premier professional baseball organization in North America, comprising teams from the United States and Canada and representing the highest level of play in the sport.
  • C. Major League Baseball owners
    Major League Baseball owners are individuals or ownership groups that hold controlling financial and operational stakes in MLB franchises, shaping league governance, team management, and the overall direction of professional baseball in North America.
  • D. Major League Baseball teams
    Major League Baseball teams are professional baseball franchises in North America that compete at the highest level of the sport in the American and National Leagues.
  • E. Major League Baseball umpires
    Major League Baseball umpires are the professional officials responsible for enforcing the rules, making judgment calls on plays, and maintaining order during MLB games.
  • 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_69c0084caac48190a7bc2ad8ba44536f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c06965a5d48190a5860da9e22dc6e0 completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640f56ee881909f7b7f0909e1d701 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c6428e44108190b7cb592a05b4acbb completed March 27, 2026, 8:40 a.m.
NED2 Entity disambiguation (via description) batch_69c64343c19c8190b05ef4450aadcbd1 completed March 27, 2026, 8:43 a.m.
Created at: March 22, 2026, 4:45 p.m.