Triple

T15224214
Position Surface form Disambiguated ID Type / Status
Subject Steve Bartman E363834 entity
Predicate ballHitBy P108289 FINISHED
Object Luis Castillo
Luis Castillo is a former Major League Baseball second baseman, best known for his All-Star career with the Florida Marlins and New York Mets as a speedy leadoff hitter and three-time Gold Glove winner.
E1144507 NE FINISHED

How this triple was built (5 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: Luis Castillo | Statement: [Steve Bartman, ballHitBy, Luis Castillo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luis Castillo
Context triple: [Steve Bartman, ballHitBy, Luis Castillo]
  • A. Liván Hernández
    Liván Hernández is a Cuban-born former Major League Baseball pitcher best known for his World Series MVP performance with the Florida Marlins in 1997 and his long, durable career in the majors.
  • B. Pedro Valenzuela
    Pedro Valenzuela is a notable individual who carries the Valenzuela surname, recognized as a distinguished bearer of that family name.
  • C. Oswaldo Guillén
    Oswaldo Guillén is a Venezuelan former Major League Baseball shortstop and World Series–winning manager, best known for managing the Chicago White Sox to the 2005 championship.
  • D. José Molina
    José Molina is a former Major League Baseball catcher from Puerto Rico, best known as a defensive specialist and member of the Molina family of MLB catchers.
  • E. Pedro Guerrero
    Pedro Guerrero is a former Dominican Major League Baseball slugger best known as a key offensive star for the Los Angeles Dodgers in the early 1980s.
  • 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: Luis Castillo
Triple: [Steve Bartman, ballHitBy, Luis Castillo]
Generated description
Luis Castillo is a former Major League Baseball second baseman, best known for his All-Star career with the Florida Marlins and New York Mets as a speedy leadoff hitter and three-time Gold Glove winner.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luis Castillo
Target entity description: Luis Castillo is a former Major League Baseball second baseman, best known for his All-Star career with the Florida Marlins and New York Mets as a speedy leadoff hitter and three-time Gold Glove winner.
  • A. Liván Hernández
    Liván Hernández is a Cuban-born former Major League Baseball pitcher best known for his World Series MVP performance with the Florida Marlins in 1997 and his long, durable career in the majors.
  • B. Pedro Valenzuela
    Pedro Valenzuela is a notable individual who carries the Valenzuela surname, recognized as a distinguished bearer of that family name.
  • C. Oswaldo Guillén
    Oswaldo Guillén is a Venezuelan former Major League Baseball shortstop and World Series–winning manager, best known for managing the Chicago White Sox to the 2005 championship.
  • D. José Molina
    José Molina is a former Major League Baseball catcher from Puerto Rico, best known as a defensive specialist and member of the Molina family of MLB catchers.
  • E. Pedro Guerrero
    Pedro Guerrero is a former Dominican Major League Baseball slugger best known as a key offensive star for the Los Angeles Dodgers in the early 1980s.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ballHitBy
Context triple: [Steve Bartman, ballHitBy, Luis Castillo]
  • A. battedBy chosen
    Indicates that an entity is the one who performed the batting action on another entity (e.g., a ball being batted by a player).
  • B. ballDirection
    Indicates the direction in which a ball is or was moving relative to a reference point or frame.
  • C. battedIn
    Indicates that one participant caused a run to score in a baseball context, typically by successfully hitting the ball so that a runner crosses home plate.
  • D. playedOnHit
    Indicates that an entity performed or participated in a play or action that resulted in a hit.
  • E. battedBehind
    Indicates that one participant took their turn to bat after another participant in a batting order.
  • F. None of above.

Provenance (6 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0078a9318819081db3b7bcc28e04f completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd35ae348190beb1b113bfc66ab3 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fede7f7a788190a8d3006055b06e62 completed May 9, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69fedf13876c8190b7b08cd8e00a05ea completed May 9, 2026, 7:15 a.m.
PD Predicate disambiguation batch_69deca8479188190b2e5d3bc708d7d07 completed April 14, 2026, 11:15 p.m.
Created at: April 10, 2026, 3:12 a.m.