Triple

T10721959
Position Surface form Disambiguated ID Type / Status
Subject Everybody's Talkin' E252843 entity
Predicate writer P1360 FINISHED
Object Fred Neil
Fred Neil was an influential American folk singer-songwriter of the 1960s, best known for his introspective compositions and for writing the song "Everybody's Talkin'."
E882167 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: Fred Neil | Statement: [Everybody's Talkin', writer, Fred Neil]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Neil
Context triple: [Everybody's Talkin', writer, Fred Neil]
  • 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. Anthony Cooke
    Anthony Cooke was a 16th-century English humanist scholar and tutor to Edward VI, noted for his influential role in the Protestant intellectual circles of the Tudor court.
  • C. 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.
  • D. Loudon Wainwright III
    Loudon Wainwright III is an American folk singer-songwriter and humorist known for his witty, confessional songs and influential albums since the 1970s.
  • E. Loudon Wainwright Jr.
    Loudon Wainwright Jr. was an American journalist and editor best known for his work at Life magazine and as the father of singer-songwriter Loudon Wainwright III.
  • 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: Fred Neil
Triple: [Everybody's Talkin', writer, Fred Neil]
Generated description
Fred Neil was an influential American folk singer-songwriter of the 1960s, best known for his introspective compositions and for writing the song "Everybody's Talkin'."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Neil
Target entity description: Fred Neil was an influential American folk singer-songwriter of the 1960s, best known for his introspective compositions and for writing the song "Everybody's Talkin'."
  • 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. Anthony Cooke
    Anthony Cooke was a 16th-century English humanist scholar and tutor to Edward VI, noted for his influential role in the Protestant intellectual circles of the Tudor court.
  • C. 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.
  • D. Loudon Wainwright III
    Loudon Wainwright III is an American folk singer-songwriter and humorist known for his witty, confessional songs and influential albums since the 1970s.
  • E. Loudon Wainwright Jr.
    Loudon Wainwright Jr. was an American journalist and editor best known for his work at Life magazine and as the father of singer-songwriter Loudon Wainwright III.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d70d43655081909b071100c96cb4f6 completed April 9, 2026, 2:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbb738f8488190837a675b82ce75aa completed April 12, 2026, 3:16 p.m.
NEDg Description generation batch_69dbbbe545748190b2bdbc3a75224eb0 completed April 12, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69dbc59b315081909362892f5b989d25 completed April 12, 2026, 4:17 p.m.
Created at: April 8, 2026, 9:13 p.m.