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.