Triple
T8335635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Ayer |
E195779
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Ayer
Ayer is the surname of American filmmaker David Ayer, known for directing and writing gritty crime and war films such as "End of Watch," "Fury," and "Suicide Squad."
|
E724858
|
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: Ayer | Statement: [David Ayer, familyName, Ayer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayer Context triple: [David Ayer, familyName, Ayer]
-
A.
Ayer
Ayer is a small town in north-central Massachusetts that functions as a regional commuter hub with rail connections to Boston.
-
B.
Düne
Düne is a small neighboring island of Helgoland in the North Sea, known for its sandy beaches, dunes, and seal colonies.
-
C.
Heute
Heute was an Austrian illustrated news magazine known for its photojournalistic coverage in the mid-20th century.
-
D.
Between Today and Yesterday
Between Today and Yesterday is a 1974 concept album by English musician Alan Price that reflects on working-class life and social change in Britain.
-
E.
Chasing Yesterday
Chasing Yesterday is the second studio album by Noel Gallagher's High Flying Birds, showcasing Gallagher's songwriting in a more expansive, psychedelic-tinged rock style.
- 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: Ayer Triple: [David Ayer, familyName, Ayer]
Generated description
Ayer is the surname of American filmmaker David Ayer, known for directing and writing gritty crime and war films such as "End of Watch," "Fury," and "Suicide Squad."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayer Target entity description: Ayer is the surname of American filmmaker David Ayer, known for directing and writing gritty crime and war films such as "End of Watch," "Fury," and "Suicide Squad."
-
A.
Ayer
Ayer is a small town in north-central Massachusetts that functions as a regional commuter hub with rail connections to Boston.
-
B.
Düne
Düne is a small neighboring island of Helgoland in the North Sea, known for its sandy beaches, dunes, and seal colonies.
-
C.
Heute
Heute was an Austrian illustrated news magazine known for its photojournalistic coverage in the mid-20th century.
-
D.
Between Today and Yesterday
Between Today and Yesterday is a 1974 concept album by English musician Alan Price that reflects on working-class life and social change in Britain.
-
E.
Chasing Yesterday
Chasing Yesterday is the second studio album by Noel Gallagher's High Flying Birds, showcasing Gallagher's songwriting in a more expansive, psychedelic-tinged rock style.
- 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_69ca82ecbdc481908a55cad8ca062d88 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7fd2ca648190991e398ba70caf8d |
completed | March 31, 2026, 8:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95d9b92c8190b1eb0e64aa7ea59e |
completed | April 1, 2026, 10:02 p.m. |
| NEDg | Description generation | batch_69cda342c10881908ebafc7853815424 |
completed | April 1, 2026, 10:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdab736f208190a90bd4344b21a22c |
completed | April 1, 2026, 11:34 p.m. |
Created at: March 30, 2026, 5:57 p.m.