Triple

T9830376
Position Surface form Disambiguated ID Type / Status
Subject Heywood Broun E238766 entity
Predicate fullName P16 FINISHED
Object Heywood Campbell Broun
Heywood Campbell Broun was an influential American journalist, sportswriter, and social activist of the early 20th century, known for his liberal views and advocacy for labor rights.
 E827792 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: Heywood Campbell Broun | Statement: [Heywood Broun, fullName, Heywood Campbell Broun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heywood Campbell Broun
Context triple: [Heywood Broun, fullName, Heywood Campbell Broun]
  • A. Francis Wallace Burns
    Francis Wallace Burns was one of the sons of the famed Scottish poet Robert Burns, remembered primarily through his connection to his father's legacy.
  • B. William John Cunningham
    William John Cunningham is a Hall of Fame American basketball player and coach best known for his success with the Philadelphia 76ers in the NBA.
  • C. Edwin Broun
    Edwin Broun Fred was an American bacteriologist and academic who served as president of the University of Wisconsin–Madison in the mid-20th century.
  • D. C. A. Campbell
    C. A. Campbell was a 20th-century Scottish philosopher known for his work in metaphysics, free will, and the philosophy of mind, often associated with the British idealist tradition.
  • E. Gardner Campbell
    Gardner Campbell is a prominent educator and advocate for digital learning and innovation in higher education.
  • 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: Heywood Campbell Broun
Triple: [Heywood Broun, fullName, Heywood Campbell Broun]
Generated description
Heywood Campbell Broun was an influential American journalist, sportswriter, and social activist of the early 20th century, known for his liberal views and advocacy for labor rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heywood Campbell Broun
Target entity description: Heywood Campbell Broun was an influential American journalist, sportswriter, and social activist of the early 20th century, known for his liberal views and advocacy for labor rights.
  • A. Francis Wallace Burns
    Francis Wallace Burns was one of the sons of the famed Scottish poet Robert Burns, remembered primarily through his connection to his father's legacy.
  • B. William John Cunningham
    William John Cunningham is a Hall of Fame American basketball player and coach best known for his success with the Philadelphia 76ers in the NBA.
  • C. Edwin Broun
    Edwin Broun Fred was an American bacteriologist and academic who served as president of the University of Wisconsin–Madison in the mid-20th century.
  • D. C. A. Campbell
    C. A. Campbell was a 20th-century Scottish philosopher known for his work in metaphysics, free will, and the philosophy of mind, often associated with the British idealist tradition.
  • E. Gardner Campbell
    Gardner Campbell is a prominent educator and advocate for digital learning and innovation in higher education.
  • 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_69ca84e0dd1881909800765d1e21f735 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3297bd88190bf8c53a4ba00e0ae completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1ead061388190abbed7eb29e8ea52 completed April 5, 2026, 4:53 a.m.
NEDg Description generation batch_69d1ec05d39c81909debbe9ae7869379 completed April 5, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69d1ecd530e88190a92867a61b291106 completed April 5, 2026, 5:02 a.m.
Created at: March 30, 2026, 8:32 p.m.