Triple

T6832060
Position Surface form Disambiguated ID Type / Status
Subject Austin Peay State University E157159 entity
Predicate hasNotableAlumni P51 FINISHED
Object James “Fly” Williams
James “Fly” Williams is an American former basketball star and streetball legend known for his prolific scoring and flamboyant style in the early 1970s.
E621941 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: James “Fly” Williams | Statement: [Austin Peay State University, hasNotableAlumni, James “Fly” Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James “Fly” Williams
Context triple: [Austin Peay State University, hasNotableAlumni, James “Fly” Williams]
  • A. Bryan "Birdman" Williams
    Bryan "Birdman" Williams is an American rapper, record executive, and entrepreneur best known as the co-founder and public face of the influential hip-hop label Cash Money Records.
  • B. Jeffery Lamar Williams
    Jeffery Lamar Williams, better known by his stage name Young Thug, is an influential American rapper, singer, and songwriter known for his unconventional vocal style and impact on modern hip-hop and trap music.
  • C. Felix Jackson
    Felix Jackson was a German-born American screenwriter and film producer active in Hollywood during the 1930s and 1940s.
  • D. Lib Wright
    Lib Wright is the skeptical English nurse protagonist of Emma Donoghue’s novel and its film adaptation "The Wonder," sent to rural Ireland in the 19th century to investigate a girl claiming to live without food.
  • E. Len Williams
    Len Williams was a British classical guitar teacher and promoter best known as the father and early mentor of renowned guitarist John Williams.
  • 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: James “Fly” Williams
Triple: [Austin Peay State University, hasNotableAlumni, James “Fly” Williams]
Generated description
James “Fly” Williams is an American former basketball star and streetball legend known for his prolific scoring and flamboyant style in the early 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James “Fly” Williams
Target entity description: James “Fly” Williams is an American former basketball star and streetball legend known for his prolific scoring and flamboyant style in the early 1970s.
  • A. Bryan "Birdman" Williams
    Bryan "Birdman" Williams is an American rapper, record executive, and entrepreneur best known as the co-founder and public face of the influential hip-hop label Cash Money Records.
  • B. Jeffery Lamar Williams
    Jeffery Lamar Williams, better known by his stage name Young Thug, is an influential American rapper, singer, and songwriter known for his unconventional vocal style and impact on modern hip-hop and trap music.
  • C. Felix Jackson
    Felix Jackson was a German-born American screenwriter and film producer active in Hollywood during the 1930s and 1940s.
  • D. Lib Wright
    Lib Wright is the skeptical English nurse protagonist of Emma Donoghue’s novel and its film adaptation "The Wonder," sent to rural Ireland in the 19th century to investigate a girl claiming to live without food.
  • E. Len Williams
    Len Williams was a British classical guitar teacher and promoter best known as the father and early mentor of renowned guitarist John Williams.
  • 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_69c6882a5b5c8190917a7db9ed36bad1 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d62992908190996efab71cbf70f0 completed March 27, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723fab0a4819080d7cd9cb4dddd33 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c724b7b31081909c2bab4a3ba6e9f9 completed March 28, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c72536c4808190b9012e282cf02da4 completed March 28, 2026, 12:47 a.m.
Created at: March 27, 2026, 2:18 p.m.