Triple

T2427632
Position Surface form Disambiguated ID Type / Status
Subject Broad Street Bullies E53567 entity
Predicate notablePlayer P304 FINISHED
Object Dave Schultz
Dave Schultz is a former NHL left winger best known as the Philadelphia Flyers’ enforcer during the 1970s, embodying the rough, physical style of the “Broad Street Bullies” era.
 E266192 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: Dave Schultz | Statement: [Broad Street Bullies, notablePlayer, Dave Schultz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dave Schultz
Context triple: [Broad Street Bullies, notablePlayer, Dave Schultz]
  • A. Dan Shulman
    Dan Shulman is a Canadian sportscaster best known for his long-running play-by-play work on Major League Baseball and college basketball broadcasts for ESPN and other networks.
  • B. Melvin Shapiro
    Melvin Shapiro is a film editor best known for his work on the musical fantasy film "Finian's Rainbow."
  • C. Rich Kleiman
    Rich Kleiman is an American sports agent and entrepreneur best known as Kevin Durant’s longtime business partner and co-founder of the sports and entertainment company Boardroom and the investment firm Thirty Five Ventures.
  • D. Sam Zussman
    Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
  • E. Mark Gruner
    Mark Gruner is an American former child actor best known for his role in the 1978 thriller film "Jaws 2."
  • 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: Dave Schultz
Triple: [Broad Street Bullies, notablePlayer, Dave Schultz]
Generated description
Dave Schultz is a former NHL left winger best known as the Philadelphia Flyers’ enforcer during the 1970s, embodying the rough, physical style of the “Broad Street Bullies” era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dave Schultz
Target entity description: Dave Schultz is a former NHL left winger best known as the Philadelphia Flyers’ enforcer during the 1970s, embodying the rough, physical style of the “Broad Street Bullies” era.
  • A. Dan Shulman
    Dan Shulman is a Canadian sportscaster best known for his long-running play-by-play work on Major League Baseball and college basketball broadcasts for ESPN and other networks.
  • B. Melvin Shapiro
    Melvin Shapiro is a film editor best known for his work on the musical fantasy film "Finian's Rainbow."
  • C. Rich Kleiman
    Rich Kleiman is an American sports agent and entrepreneur best known as Kevin Durant’s longtime business partner and co-founder of the sports and entertainment company Boardroom and the investment firm Thirty Five Ventures.
  • D. Sam Zussman
    Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
  • E. Mark Gruner
    Mark Gruner is an American former child actor best known for his role in the 1978 thriller film "Jaws 2."
  • 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_69ab495c44d48190b7235b23719bc3f6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc99d0b1c8190bf0a94fa07919d21 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf637be4819096874a24e87f84ab completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec7698e9881909c75137cb5cf2a0c completed March 9, 2026, 1:13 p.m.
NED2 Entity disambiguation (via description) batch_69aec87df0648190b8099b4eaa3d9b22 completed March 9, 2026, 1:17 p.m.
Created at: March 6, 2026, 9:42 p.m.