Triple
T16623930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Flash (DCAU) |
E403896
|
entity |
| Predicate | notableEpisode |
P2757
|
FINISHED |
| Object |
"Flash and Substance" (Justice League Unlimited)
"Flash and Substance" is a Justice League Unlimited episode centered on the Flash, highlighting his rogues gallery and his unique, optimistic approach to heroism.
|
E403896
|
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: "Flash and Substance" (Justice League Unlimited) | Statement: [The Flash (DCAU), notableEpisode, "Flash and Substance" (Justice League Unlimited)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: "Flash and Substance" (Justice League Unlimited) Context triple: [The Flash (DCAU), notableEpisode, "Flash and Substance" (Justice League Unlimited)]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
The Flash (2014 TV series)
The Flash (2014 TV series) is a DC Comics–based superhero drama following crime scene investigator Barry Allen, who gains super-speed and protects Central City from metahuman threats.
-
E.
The Flash (DC Comics issues)
The Flash (DC Comics issues) is a DC Comics superhero series chronicling the high-speed adventures of the Scarlet Speedster across various story arcs and creative runs.
- 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: "Flash and Substance" (Justice League Unlimited) Triple: [The Flash (DCAU), notableEpisode, "Flash and Substance" (Justice League Unlimited)]
Generated description
"Flash and Substance" is a Justice League Unlimited episode centered on the Flash, highlighting his rogues gallery and his unique, optimistic approach to heroism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: "Flash and Substance" (Justice League Unlimited) Target entity description: "Flash and Substance" is a Justice League Unlimited episode centered on the Flash, highlighting his rogues gallery and his unique, optimistic approach to heroism.
-
A.
The Flash (DCAU)
chosen
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.
-
B.
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.
-
C.
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.
-
D.
The Flash (2014 TV series)
The Flash (2014 TV series) is a DC Comics–based superhero drama following crime scene investigator Barry Allen, who gains super-speed and protects Central City from metahuman threats.
-
E.
The Flash (DC Comics issues)
The Flash (DC Comics issues) is a DC Comics superhero series chronicling the high-speed adventures of the Scarlet Speedster across various story arcs and creative runs.
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37550ee308190931fd50aeebe1e7e |
completed | April 18, 2026, 12:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007db866e48190886aec7658835543 |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007ee625c48190a7a97f34d5788808 |
completed | May 10, 2026, 12:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f75e7e48190ac5cf912cca60d9c |
completed | May 10, 2026, 12:52 p.m. |
Created at: April 10, 2026, 5:17 a.m.