Triple

T5163828
Position Surface form Disambiguated ID Type / Status
Subject Hurley E116500 entity
Predicate hasNotableBearer P458 FINISHED
Object Michael Hurley
Michael Hurley is an American folk singer-songwriter and artist known for his idiosyncratic, offbeat style and influential contributions to the 1960s and 1970s underground folk scene.
 E499947 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: Michael Hurley | Statement: [Hurley, hasNotableBearer, Michael Hurley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Hurley
Context triple: [Hurley, hasNotableBearer, Michael Hurley]
  • A. Michael Chapman
    Michael Chapman was an acclaimed American cinematographer best known for his influential work on landmark films of the 1970s and 1980s, particularly in collaboration with director Martin Scorsese.
  • B. Alan Heim
    Alan Heim is an American film editor best known for his Academy Award–winning work on "All That Jazz" and his extensive collaborations with director Bob Fosse.
  • C. Michael McDermott
    Michael McDermott is a name shared by several notable individuals, including an American singer-songwriter and a software engineer known for his work in technology and programming.
  • D. John Veals
    John Veals is a ruthless, ultra-wealthy hedge fund manager in Sebastian Faulks’s novel "A Week in December," embodying the excesses and moral ambiguities of high finance in contemporary London.
  • E. Hoyt Axton
    Hoyt Axton was an American folk and country singer-songwriter and actor known for his deep voice, storytelling lyrics, and writing hits such as "Joy to the World" and "Never Been to Spain."
  • 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: Michael Hurley
Triple: [Hurley, hasNotableBearer, Michael Hurley]
Generated description
Michael Hurley is an American folk singer-songwriter and artist known for his idiosyncratic, offbeat style and influential contributions to the 1960s and 1970s underground folk scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Hurley
Target entity description: Michael Hurley is an American folk singer-songwriter and artist known for his idiosyncratic, offbeat style and influential contributions to the 1960s and 1970s underground folk scene.
  • A. Michael Chapman
    Michael Chapman was an acclaimed American cinematographer best known for his influential work on landmark films of the 1970s and 1980s, particularly in collaboration with director Martin Scorsese.
  • B. Alan Heim
    Alan Heim is an American film editor best known for his Academy Award–winning work on "All That Jazz" and his extensive collaborations with director Bob Fosse.
  • C. Michael McDermott
    Michael McDermott is a name shared by several notable individuals, including an American singer-songwriter and a software engineer known for his work in technology and programming.
  • D. John Veals
    John Veals is a ruthless, ultra-wealthy hedge fund manager in Sebastian Faulks’s novel "A Week in December," embodying the excesses and moral ambiguities of high finance in contemporary London.
  • E. Hoyt Axton
    Hoyt Axton was an American folk and country singer-songwriter and actor known for his deep voice, storytelling lyrics, and writing hits such as "Joy to the World" and "Never Been to Spain."
  • 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_69bd445edb3881909b93b34d260717fc completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7927a348819082ad531955cdf30d completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed933abd88190981cb16189685b8f completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69beda793fbc819098386f6d7633df95 completed March 21, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_69bedadb77dc81909604133f25977f35 completed March 21, 2026, 5:52 p.m.
Created at: March 20, 2026, 1:44 p.m.