Triple

T2403936
Position Surface form Disambiguated ID Type / Status
Subject 1970 World Series E50230 entity
Predicate umpireCrewChief P6421 FINISHED
Object Ed Vargo
Ed Vargo was a prominent Major League Baseball umpire who worked in the National League for over two decades and officiated multiple World Series and All-Star Games.
E321310 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: Ed Vargo | Statement: [1970 World Series, umpireCrewChief, Ed Vargo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ed Vargo
Context triple: [1970 World Series, umpireCrewChief, Ed Vargo]
  • A. Mike Gunton
    Mike Gunton is a British television producer best known for his work on landmark BBC natural history documentaries.
  • B. Jeff Nelson
    Jeff Nelson is a Major League Baseball umpire who has served in numerous postseason games, including as a crew chief in the World Series.
  • C. Scott Devendorf
    Scott Devendorf is an American bassist and multi-instrumentalist best known as a founding member of the indie rock band The National.
  • D. Rob Tapert
    Rob Tapert is an American film and television producer best known for co-creating and producing genre series like Xena: Warrior Princess and Spartacus, as well as collaborating frequently with director Sam Raimi on horror and fantasy projects.
  • E. Michael Rogers
    Michael Rogers is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
  • 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: Ed Vargo
Triple: [1970 World Series, umpireCrewChief, Ed Vargo]
Generated description
Ed Vargo was a prominent Major League Baseball umpire who worked in the National League for over two decades and officiated multiple World Series and All-Star Games.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ed Vargo
Target entity description: Ed Vargo was a prominent Major League Baseball umpire who worked in the National League for over two decades and officiated multiple World Series and All-Star Games.
  • A. Mike Gunton
    Mike Gunton is a British television producer best known for his work on landmark BBC natural history documentaries.
  • B. Jeff Nelson
    Jeff Nelson is a Major League Baseball umpire who has served in numerous postseason games, including as a crew chief in the World Series.
  • C. Scott Devendorf
    Scott Devendorf is an American bassist and multi-instrumentalist best known as a founding member of the indie rock band The National.
  • D. Rob Tapert
    Rob Tapert is an American film and television producer best known for co-creating and producing genre series like Xena: Warrior Princess and Spartacus, as well as collaborating frequently with director Sam Raimi on horror and fantasy projects.
  • E. Michael Rogers
    Michael Rogers is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to one singular widely recognized figure.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8f8aa2881909192920ee394f0b3 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69b1de74f20881909e69b7fba1c4abaa completed March 11, 2026, 9:28 p.m.
NEDg Description generation batch_69b1e534c86c8190b600dd5eeea18de4 completed March 11, 2026, 9:57 p.m.
NED2 Entity disambiguation (via description) batch_69b1e586504c81908491ab906c22999c completed March 11, 2026, 9:58 p.m.
Created at: March 4, 2026, 7:58 p.m.