Triple

T594165
Position Surface form Disambiguated ID Type / Status
Subject 1919 Black Sox Scandal E17341 entity
Predicate gamblerInvolved P16085 FINISHED
Object Billy Maharg
Billy Maharg was an American gambler and former baseball player best known for his role as a go-between in the 1919 Black Sox World Series fixing scandal.
 E118499 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: Billy Maharg | Statement: [1919 Black Sox Scandal, gamblerInvolved, Billy Maharg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billy Maharg
Context triple: [1919 Black Sox Scandal, gamblerInvolved, Billy Maharg]
  • A. Lew Hayman
    Lew Hayman was a prominent Canadian football coach and executive, best known for his influential roles with teams like the Toronto Argonauts and for helping shape the modern Canadian Football League.
  • B. Brian Pippard
    Brian Pippard was a prominent British physicist known for his pioneering work in superconductivity and for serving as Cavendish Professor of Physics at the University of Cambridge.
  • C. Ray Collins
    Ray Collins was an American character actor best known for his roles in classic films and radio, including his appearance in Orson Welles’s landmark film "Citizen Kane."
  • D. Graeme Gibson
    Graeme Gibson was a Canadian novelist, environmentalist, and cultural advocate known for his contributions to Canadian literature and his long partnership with writer Margaret Atwood.
  • E. Phil Nevin
    Phil Nevin is a former Major League Baseball third baseman and manager best known for his All-Star playing career in the 1990s and 2000s and later managerial roles, including with the Los Angeles Angels.
  • 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: Billy Maharg
Triple: [1919 Black Sox Scandal, gamblerInvolved, Billy Maharg]
Generated description
Billy Maharg was an American gambler and former baseball player best known for his role as a go-between in the 1919 Black Sox World Series fixing scandal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billy Maharg
Target entity description: Billy Maharg was an American gambler and former baseball player best known for his role as a go-between in the 1919 Black Sox World Series fixing scandal.
  • A. Lew Hayman
    Lew Hayman was a prominent Canadian football coach and executive, best known for his influential roles with teams like the Toronto Argonauts and for helping shape the modern Canadian Football League.
  • B. Brian Pippard
    Brian Pippard was a prominent British physicist known for his pioneering work in superconductivity and for serving as Cavendish Professor of Physics at the University of Cambridge.
  • C. Ray Collins
    Ray Collins was an American character actor best known for his roles in classic films and radio, including his appearance in Orson Welles’s landmark film "Citizen Kane."
  • D. Graeme Gibson
    Graeme Gibson was a Canadian novelist, environmentalist, and cultural advocate known for his contributions to Canadian literature and his long partnership with writer Margaret Atwood.
  • E. Phil Nevin
    Phil Nevin is a former Major League Baseball third baseman and manager best known for his All-Star playing career in the 1990s and 2000s and later managerial roles, including with the Los Angeles Angels.
  • 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_69a49379d09c8190ac7e00b24e2810b1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49d2a5f5481908bb9a71ff0f534d4 completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a03fc748190b14d8fe066902c97 completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2b45bea081908fb2e759aa3929e8 completed March 7, 2026, 1:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac2bc404a88190a1b5be6312d1e36b completed March 7, 2026, 1:44 p.m.
Created at: March 1, 2026, 7:33 p.m.