Triple

T881214
Position Surface form Disambiguated ID Type / Status
Subject Stanford Graduate School of Business E19029 entity
Predicate hasFaculty P141 FINISHED
Object William Barnett
William Barnett is a professor of business strategy and organizational behavior known for his work on competition, innovation, and organizational change at the Stanford Graduate School of Business.
 E110291 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: William Barnett | Statement: [Stanford Graduate School of Business, hasFaculty, William Barnett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William Barnett
Context triple: [Stanford Graduate School of Business, hasFaculty, William Barnett]
  • A. Maurice Podoloff
    Maurice Podoloff was an American sports executive best known as the first commissioner of the NBA, where he oversaw the league’s formation and early development.
  • B. Ralph Riggs
    Ralph Riggs was an American stage actor best known for his work in mid-20th-century Broadway musicals, including originating a role in the landmark Rodgers and Hammerstein show "Oklahoma!".
  • C. Frank Richard Wells
    Frank Richard Wells was a son of the famed English writer H. G. Wells.
  • D. Don Brochu
    Don Brochu is a film editor best known for his work on major Hollywood movies, including the hit thriller "The Bodyguard."
  • E. David Brown
    David Brown was an American film producer best known for co-producing blockbuster hits such as "Jaws" and "The Sting."
  • 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: William Barnett
Triple: [Stanford Graduate School of Business, hasFaculty, William Barnett]
Generated description
William Barnett is a professor of business strategy and organizational behavior known for his work on competition, innovation, and organizational change at the Stanford Graduate School of Business.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William Barnett
Target entity description: William Barnett is a professor of business strategy and organizational behavior known for his work on competition, innovation, and organizational change at the Stanford Graduate School of Business.
  • A. Maurice Podoloff
    Maurice Podoloff was an American sports executive best known as the first commissioner of the NBA, where he oversaw the league’s formation and early development.
  • B. Ralph Riggs
    Ralph Riggs was an American stage actor best known for his work in mid-20th-century Broadway musicals, including originating a role in the landmark Rodgers and Hammerstein show "Oklahoma!".
  • C. Frank Richard Wells
    Frank Richard Wells was a son of the famed English writer H. G. Wells.
  • D. Don Brochu
    Don Brochu is a film editor best known for his work on major Hollywood movies, including the hit thriller "The Bodyguard."
  • E. David Brown
    David Brown was an American film producer best known for co-producing blockbuster hits such as "Jaws" and "The Sting."
  • 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_69a4939c32488190a7ccd41cf0abb22b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4accb653c81909fe0753f78145be9 completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7ee0053d88190be8705b42d172ab7 completed March 4, 2026, 8:32 a.m.
NEDg Description generation batch_69a7f91fa98c81908461b9b29db18eb3 completed March 4, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_69a7f997edb081909d82b13ec88d3f9f completed March 4, 2026, 9:21 a.m.
Created at: March 1, 2026, 7:39 p.m.