Triple
T21463953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Naughton |
E529542
|
entity |
| Predicate | performedIn |
P795
|
FINISHED |
| Object |
The Flash
The Flash is a DC Comics superhero and television series character known for his superhuman speed and crime-fighting exploits in Central City.
|
E932992
|
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: The Flash | Statement: [David Naughton, performedIn, The Flash]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Flash Context triple: [David Naughton, performedIn, The Flash]
-
A.
The Flash
The Flash is a professional women's soccer team based in Western New York that has competed in top-tier U.S. leagues.
-
B.
The Flash
The Flash is a DC Comics superhero, most famously portrayed as the super-speedster alter ego of Barry Allen in comic books, television series, and films.
-
C.
The Flash (DCAU)
The Flash (DCAU) is the fast-talking, super-speed superhero identity of Wally West in the DC Animated Universe, serving as a core member of the Justice League known for his humor, heart, and incredible velocity.
-
D.
The Flash: Rebirth
The Flash: Rebirth is a DC Comics limited series that reintroduces Barry Allen as the Flash and reshapes the mythology of the character and the Speed Force.
-
E.
The Flash (2023 film)
The Flash (2023 film) is a DC superhero movie centered on Barry Allen’s time-bending attempt to change the past, which unleashes a multiverse of alternate realities and familiar heroes.
- 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: The Flash Triple: [David Naughton, performedIn, The Flash]
Generated description
The Flash is a DC Comics superhero and television series character known for his superhuman speed and crime-fighting exploits in Central City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Flash Target entity description: The Flash is a DC Comics superhero and television series character known for his superhuman speed and crime-fighting exploits in Central City.
-
A.
The Flash
The Flash is a professional women's soccer team based in Western New York that has competed in top-tier U.S. leagues.
-
B.
The Flash
chosen
The Flash is a DC Comics superhero, most famously portrayed as the super-speedster alter ego of Barry Allen in comic books, television series, and films.
-
C.
The Flash (DCAU)
The Flash (DCAU) is the fast-talking, super-speed superhero identity of Wally West in the DC Animated Universe, serving as a core member of the Justice League known for his humor, heart, and incredible velocity.
-
D.
The Flash: Rebirth
The Flash: Rebirth is a DC Comics limited series that reintroduces Barry Allen as the Flash and reshapes the mythology of the character and the Speed Force.
-
E.
The Flash (2023 film)
The Flash (2023 film) is a DC superhero movie centered on Barry Allen’s time-bending attempt to change the past, which unleashes a multiverse of alternate realities and familiar heroes.
- F. None of above.
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_69e0c458133481908ae8b41a12c4edec |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9e9f100fc819093999018f7d78443 |
completed | April 23, 2026, 9:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09cff295b88190bb73ee4f9e10be96 |
completed | May 17, 2026, 2:25 p.m. |
| NEDg | Description generation | batch_6a09d12a7e48819096d0bfe0c6f70e51 |
completed | May 17, 2026, 2:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09d20ea5a8819097f8056451a2f3ac |
completed | May 17, 2026, 2:34 p.m. |
Created at: April 16, 2026, 6:09 p.m.