Triple

T144846
Position Surface form Disambiguated ID Type / Status
Subject Chicago Cubs E2930 entity
Predicate notableManager P896 FINISHED
Object Joe Maddon
Joe Maddon is a highly regarded Major League Baseball manager best known for leading the Chicago Cubs to their first World Series championship in 108 years in 2016.
E19431 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: Joe Maddon | Statement: [Chicago Cubs, notableManager, Joe Maddon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joe Maddon
Context triple: [Chicago Cubs, notableManager, Joe Maddon]
  • A. Dave Martinez
    Dave Martinez is a former Major League Baseball outfielder and the World Series–winning manager of the Washington Nationals.
  • B. Terry Francona
    Terry Francona is a highly respected Major League Baseball manager best known for leading the Boston Red Sox to two World Series championships and helping end the franchise’s 86-year title drought.
  • C. Tony La Russa
    Tony La Russa is a Hall of Fame Major League Baseball manager best known for his long, successful tenures with the Oakland Athletics and St. Louis Cardinals, with whom he won multiple World Series titles.
  • D. Dave Dombrowski
    Dave Dombrowski is a veteran Major League Baseball executive known for building multiple pennant- and World Series–contending teams with several franchises.
  • E. Mike Rizzo
    Mike Rizzo is an American baseball executive best known for building the Washington Nationals into a World Series–winning franchise through his leadership in scouting, player development, and roster construction.
  • 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: Joe Maddon
Triple: [Chicago Cubs, notableManager, Joe Maddon]
Generated description
Joe Maddon is a highly regarded Major League Baseball manager best known for leading the Chicago Cubs to their first World Series championship in 108 years in 2016.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joe Maddon
Target entity description: Joe Maddon is a highly regarded Major League Baseball manager best known for leading the Chicago Cubs to their first World Series championship in 108 years in 2016.
  • A. Dave Martinez
    Dave Martinez is a former Major League Baseball outfielder and the World Series–winning manager of the Washington Nationals.
  • B. Terry Francona
    Terry Francona is a highly respected Major League Baseball manager best known for leading the Boston Red Sox to two World Series championships and helping end the franchise’s 86-year title drought.
  • C. Tony La Russa
    Tony La Russa is a Hall of Fame Major League Baseball manager best known for his long, successful tenures with the Oakland Athletics and St. Louis Cardinals, with whom he won multiple World Series titles.
  • D. Dave Dombrowski
    Dave Dombrowski is a veteran Major League Baseball executive known for building multiple pennant- and World Series–contending teams with several franchises.
  • E. Mike Rizzo
    Mike Rizzo is an American baseball executive best known for building the Washington Nationals into a World Series–winning franchise through his leadership in scouting, player development, and roster construction.
  • 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257e935bc8190a03e54a10e9ba6f7 completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2d0c4cae881909e954f12d5bb9672 completed Feb. 28, 2026, 11:25 a.m.
NEDg Description generation batch_69a2d180ce20819087083946a8c1bd08 completed Feb. 28, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_69a2d25066548190ad8913bbe11d82ee completed Feb. 28, 2026, 11:32 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.