Triple

T7342528
Position Surface form Disambiguated ID Type / Status
Subject Faithfully E169290 entity
Predicate producer P490 FINISHED
Object Isaac Hayes III
Isaac Hayes III is an American music producer and entrepreneur, known for his work in hip-hop and R&B as well as for being the son of soul legend Isaac Hayes.
 E658608 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: Isaac Hayes III | Statement: [Faithfully, producer, Isaac Hayes III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Isaac Hayes III
Context triple: [Faithfully, producer, Isaac Hayes III]
  • A. Isaac Hayes
    Isaac Hayes was an influential American soul musician, singer, songwriter, and producer, best known for his innovative work at Stax Records and his Academy Award–winning "Theme from Shaft."
  • B. Tawatha Agee
    Tawatha Agee is an American singer and songwriter best known as the lead vocalist for the R&B/funk group Mtume and for her extensive work as a session and background vocalist.
  • C. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • D. Darryl Glover
    Darryl Glover is a character in Cory Doctorow’s novel "Little Brother," known as one of Marcus Yallow’s close friends and fellow teenage rebels against an oppressive surveillance state.
  • E. Roy Hinson
    Roy Hinson is a former American professional basketball player and standout forward from Rutgers University who played several seasons in the NBA during the 1980s.
  • 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: Isaac Hayes III
Triple: [Faithfully, producer, Isaac Hayes III]
Generated description
Isaac Hayes III is an American music producer and entrepreneur, known for his work in hip-hop and R&B as well as for being the son of soul legend Isaac Hayes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Isaac Hayes III
Target entity description: Isaac Hayes III is an American music producer and entrepreneur, known for his work in hip-hop and R&B as well as for being the son of soul legend Isaac Hayes.
  • A. Isaac Hayes
    Isaac Hayes was an influential American soul musician, singer, songwriter, and producer, best known for his innovative work at Stax Records and his Academy Award–winning "Theme from Shaft."
  • B. Tawatha Agee
    Tawatha Agee is an American singer and songwriter best known as the lead vocalist for the R&B/funk group Mtume and for her extensive work as a session and background vocalist.
  • C. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • D. Darryl Glover
    Darryl Glover is a character in Cory Doctorow’s novel "Little Brother," known as one of Marcus Yallow’s close friends and fellow teenage rebels against an oppressive surveillance state.
  • E. Roy Hinson
    Roy Hinson is a former American professional basketball player and standout forward from Rutgers University who played several seasons in the NBA during the 1980s.
  • 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_69c68a57710481909f0c1f3c6ebdb6f2 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0db2db8819088c4bed5d65571f6 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa867b7881908590ca1ea195b1b5 completed March 28, 2026, 3:57 p.m.
NEDg Description generation batch_69c7fc13167c819084ff05d780fc4394 completed March 28, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_69c7fd453fac8190862000bd670b5695 completed March 28, 2026, 4:09 p.m.
Created at: March 27, 2026, 3:04 p.m.