Triple
T3341897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Less Than Zero |
E70277
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Harley Peyton
Harley Peyton is an American screenwriter and television producer best known for his work on the series "Twin Peaks" and various film and TV projects.
|
E349908
|
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: Harley Peyton | Statement: [Less Than Zero, screenwriter, Harley Peyton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harley Peyton Context triple: [Less Than Zero, screenwriter, Harley Peyton]
-
A.
Ricky Hunley
Ricky Hunley is a former American football linebacker and coach best known as a College Football Hall of Famer and standout player at the University of Arizona who went on to play in the NFL.
-
B.
Charles Neblett
Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
-
C.
Dennis Byrd
Dennis Byrd was an American defensive lineman for the New York Jets whose promising NFL career was tragically cut short by a paralyzing on-field injury, after which he became a symbol of courage and inspiration.
-
D.
Charlie Sitton
Charlie Sitton is a former American college basketball standout best known for his All-American career at Oregon State University in the early 1980s.
-
E.
Harvey Dunn
Harvey Dunn was an American painter and illustrator renowned for his powerful depictions of frontier life and war, and as a prominent teacher who helped shape early 20th-century American illustration.
- 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: Harley Peyton Triple: [Less Than Zero, screenwriter, Harley Peyton]
Generated description
Harley Peyton is an American screenwriter and television producer best known for his work on the series "Twin Peaks" and various film and TV projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harley Peyton Target entity description: Harley Peyton is an American screenwriter and television producer best known for his work on the series "Twin Peaks" and various film and TV projects.
-
A.
Ricky Hunley
Ricky Hunley is a former American football linebacker and coach best known as a College Football Hall of Famer and standout player at the University of Arizona who went on to play in the NFL.
-
B.
Charles Neblett
Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
-
C.
Dennis Byrd
Dennis Byrd was an American defensive lineman for the New York Jets whose promising NFL career was tragically cut short by a paralyzing on-field injury, after which he became a symbol of courage and inspiration.
-
D.
Charlie Sitton
Charlie Sitton is a former American college basketball standout best known for his All-American career at Oregon State University in the early 1980s.
-
E.
Harvey Dunn
Harvey Dunn was an American painter and illustrator renowned for his powerful depictions of frontier life and war, and as a prominent teacher who helped shape early 20th-century American illustration.
- 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_69ad85a405e48190b6e68de7cf9f319e |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb1ee711481909c0d921f1b5b8562 |
completed | March 8, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b31a946ba88190bd40ba7481baf28d |
completed | March 12, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69b31c3aaba48190b203e344d71080f3 |
completed | March 12, 2026, 8:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b31da28a04819096e7ced5f123592a |
completed | March 12, 2026, 8:10 p.m. |
Created at: March 8, 2026, 3:12 p.m.