Triple

T2798404
Position Surface form Disambiguated ID Type / Status
Subject Fire!! (magazine) E53092 entity
Predicate founder P104 FINISHED
Object John P. Davis
John P. Davis was an African American editor, lawyer, and civil rights activist known for his role in early 20th-century Black radical and intellectual movements.
 E316673 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: John P. Davis | Statement: [Fire!! (magazine), founder, John P. Davis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John P. Davis
Context triple: [Fire!! (magazine), founder, John P. Davis]
  • A. Nathaniel P. Davis
    Nathaniel P. Davis was an American diplomat who served as the United States Ambassador to Hungary.
  • B. George W. Davis
    George W. Davis was an American art director and production designer known for his work on numerous classic Hollywood films.
  • C. Edmund G. Hamlin
    Edmund G. Hamlin is an individual notable enough to be recognized as a significant bearer of the surname Hamlin, though specific widely known public details about his life or work are not readily available.
  • D. Enos M. Barton
    Enos M. Barton was an American engineer and businessman best known as a co-founder and early leader of Western Electric, a major telecommunications manufacturing company.
  • E. Louis D. Wilson
    Louis D. Wilson was a 19th-century North Carolina politician and military officer after whom the city of Wilson, North Carolina, is named.
  • 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: John P. Davis
Triple: [Fire!! (magazine), founder, John P. Davis]
Generated description
John P. Davis was an African American editor, lawyer, and civil rights activist known for his role in early 20th-century Black radical and intellectual movements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John P. Davis
Target entity description: John P. Davis was an African American editor, lawyer, and civil rights activist known for his role in early 20th-century Black radical and intellectual movements.
  • A. Nathaniel P. Davis
    Nathaniel P. Davis was an American diplomat who served as the United States Ambassador to Hungary.
  • B. George W. Davis
    George W. Davis was an American art director and production designer known for his work on numerous classic Hollywood films.
  • C. Edmund G. Hamlin
    Edmund G. Hamlin is an individual notable enough to be recognized as a significant bearer of the surname Hamlin, though specific widely known public details about his life or work are not readily available.
  • D. Enos M. Barton
    Enos M. Barton was an American engineer and businessman best known as a co-founder and early leader of Western Electric, a major telecommunications manufacturing company.
  • E. Louis D. Wilson
    Louis D. Wilson was a 19th-century North Carolina politician and military officer after whom the city of Wilson, North Carolina, is named.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddf204148190a53f3f30d645d94c completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69b108c7cfd48190b959e60b9e7fc0fa completed March 11, 2026, 6:16 a.m.
NEDg Description generation batch_69b10d7b6dbc8190be85296aa7eae4ec completed March 11, 2026, 6:36 a.m.
NED2 Entity disambiguation (via description) batch_69b10ddb79f08190ad4f1d92b8ed5c05 completed March 11, 2026, 6:38 a.m.
Created at: March 6, 2026, 9:58 p.m.