Triple

T3291558
Position Surface form Disambiguated ID Type / Status
Subject Hawthorne Works E69112 entity
Predicate researchSiteFor P21545 FINISHED
Object Fritz Roethlisberger
Fritz Roethlisberger was an American social scientist and management theorist best known for his role in the Hawthorne Studies, which helped establish the field of industrial and organizational psychology.
 E345081 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: Fritz Roethlisberger | Statement: [Hawthorne Works, researchSiteFor, Fritz Roethlisberger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fritz Roethlisberger
Context triple: [Hawthorne Works, researchSiteFor, Fritz Roethlisberger]
  • A. Otto Graham
    Otto Graham was a legendary Hall of Fame quarterback who led the Cleveland Browns to multiple championships in the 1940s and 1950s and is regarded as one of the greatest quarterbacks in football history.
  • B. Teackle Wallis Warfield
    Teackle Wallis Warfield was an American businessman and socialite best known as the father of Wallis Simpson, the future Duchess of Windsor.
  • C. John Whitehurst
    John Whitehurst was an 18th-century English clockmaker, scientist, and inventor known for his contributions to geology and membership in the influential Lunar Society of Birmingham.
  • D. Bert Bell
    Bert Bell was an influential American football executive who co-founded the Philadelphia Eagles and later served as NFL commissioner, helping shape the modern league.
  • E. George Halas
    George Halas was a pioneering NFL coach, owner, and co-founder of the Chicago Bears who helped shape professional football in the 20th century.
  • 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: Fritz Roethlisberger
Triple: [Hawthorne Works, researchSiteFor, Fritz Roethlisberger]
Generated description
Fritz Roethlisberger was an American social scientist and management theorist best known for his role in the Hawthorne Studies, which helped establish the field of industrial and organizational psychology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fritz Roethlisberger
Target entity description: Fritz Roethlisberger was an American social scientist and management theorist best known for his role in the Hawthorne Studies, which helped establish the field of industrial and organizational psychology.
  • A. Otto Graham
    Otto Graham was a legendary Hall of Fame quarterback who led the Cleveland Browns to multiple championships in the 1940s and 1950s and is regarded as one of the greatest quarterbacks in football history.
  • B. Teackle Wallis Warfield
    Teackle Wallis Warfield was an American businessman and socialite best known as the father of Wallis Simpson, the future Duchess of Windsor.
  • C. John Whitehurst
    John Whitehurst was an 18th-century English clockmaker, scientist, and inventor known for his contributions to geology and membership in the influential Lunar Society of Birmingham.
  • D. Bert Bell
    Bert Bell was an influential American football executive who co-founded the Philadelphia Eagles and later served as NFL commissioner, helping shape the modern league.
  • E. George Halas
    George Halas was a pioneering NFL coach, owner, and co-founder of the Chicago Bears who helped shape professional football in the 20th century.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05d0c908190a927d1af78e27de0 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e8654e8481908f4a8efa219edc54 completed March 12, 2026, 4:23 p.m.
NEDg Description generation batch_69b2ec67e79c8190b29970f856c7e5cf completed March 12, 2026, 4:40 p.m.
NED2 Entity disambiguation (via description) batch_69b2ed1b17a88190ac06092ad012bd9b completed March 12, 2026, 4:43 p.m.
Created at: March 8, 2026, 3:10 p.m.