Triple

T10908278
Position Surface form Disambiguated ID Type / Status
Subject Judas and the Black Messiah E257626 entity
Predicate mainSubject P3 FINISHED
Object William O’Neal
William O’Neal was an FBI informant who infiltrated the Black Panther Party and played a key role in the events leading to the assassination of Illinois chapter chairman Fred Hampton.
E926707 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 O’Neal | Statement: [Judas and the Black Messiah, mainSubject, William O’Neal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William O’Neal
Context triple: [Judas and the Black Messiah, mainSubject, William O’Neal]
  • A. William R. Wilkerson
    William R. Wilkerson was an American entrepreneur and publisher best known for founding The Hollywood Reporter and initiating the development of the Flamingo Hotel and Casino in Las Vegas.
  • B. Thomas Parris
    Thomas Parris was a member of the Parris family of colonial Salem, known primarily as the brother of Elizabeth Parris, whose accusations helped spark the Salem witch trials.
  • C. Luther Hicks
    Luther Hicks is an individual notable enough to be recognized as a distinct namesake of the surname Hicks.
  • D. Charles Greenway
    Charles Greenway was a British businessman and industrialist best known for his leading role in developing the Anglo-Persian Oil Company, a precursor to BP.
  • E. Edwin Nix
    Edwin Nix was an American law enforcement officer best known as the second husband of country singer June Carter Cash.
  • 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 O’Neal
Triple: [Judas and the Black Messiah, mainSubject, William O’Neal]
Generated description
William O’Neal was an FBI informant who infiltrated the Black Panther Party and played a key role in the events leading to the assassination of Illinois chapter chairman Fred Hampton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William O’Neal
Target entity description: William O’Neal was an FBI informant who infiltrated the Black Panther Party and played a key role in the events leading to the assassination of Illinois chapter chairman Fred Hampton.
  • A. William R. Wilkerson
    William R. Wilkerson was an American entrepreneur and publisher best known for founding The Hollywood Reporter and initiating the development of the Flamingo Hotel and Casino in Las Vegas.
  • B. Thomas Parris
    Thomas Parris was a member of the Parris family of colonial Salem, known primarily as the brother of Elizabeth Parris, whose accusations helped spark the Salem witch trials.
  • C. Luther Hicks
    Luther Hicks is an individual notable enough to be recognized as a distinct namesake of the surname Hicks.
  • D. Charles Greenway
    Charles Greenway was a British businessman and industrialist best known for his leading role in developing the Anglo-Persian Oil Company, a precursor to BP.
  • E. Edwin Nix
    Edwin Nix was an American law enforcement officer best known as the second husband of country singer June Carter Cash.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7706824d08190ba894d144cc6b3ba completed April 9, 2026, 9:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69e5e890bb9c81908c316a6423e650e6 completed April 20, 2026, 8:49 a.m.
NEDg Description generation batch_69e5eeb38d588190b51b6c299bb717dd completed April 20, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_69e5f19dd3348190b037e09c87b528e9 completed April 20, 2026, 9:27 a.m.
Created at: April 8, 2026, 9:22 p.m.