Triple
T17887864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Speed Force |
E447240
|
entity |
| Predicate | notableStoryline |
P7331
|
FINISHED |
| Object |
The Return of Barry Allen
The Return of Barry Allen is a landmark Flash comic book storyline in which the presumed-dead Barry Allen mysteriously reappears, profoundly impacting Wally West and the legacy of the Scarlet Speedster.
|
E835727
|
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 Return of Barry Allen | Statement: [Speed Force, notableStoryline, The Return of Barry Allen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Return of Barry Allen Context triple: [Speed Force, notableStoryline, The Return of Barry Allen]
-
A.
The Trial of The Flash
The Trial of The Flash is a landmark DC Comics storyline in which Barry Allen faces legal and moral consequences after accidentally killing his nemesis, the Reverse-Flash.
-
B.
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.
-
C.
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.
-
D.
Gotham Central
Gotham Central is a critically acclaimed comic book series that follows the Gotham City Police Department as they struggle to uphold the law in Batman’s crime-ridden city.
-
E.
The Flash Family
The Flash Family is a group of speedster heroes in DC Comics, centered around Barry Allen and his allies and protégés who share the mantle and legacy of the Flash.
- 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 Return of Barry Allen Triple: [Speed Force, notableStoryline, The Return of Barry Allen]
Generated description
The Return of Barry Allen is a landmark Flash comic book storyline in which the presumed-dead Barry Allen mysteriously reappears, profoundly impacting Wally West and the legacy of the Scarlet Speedster.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Return of Barry Allen Target entity description: The Return of Barry Allen is a landmark Flash comic book storyline in which the presumed-dead Barry Allen mysteriously reappears, profoundly impacting Wally West and the legacy of the Scarlet Speedster.
-
A.
The Trial of The Flash
The Trial of The Flash is a landmark DC Comics storyline in which Barry Allen faces legal and moral consequences after accidentally killing his nemesis, the Reverse-Flash.
-
B.
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.
-
C.
The Flash: Rebirth
chosen
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.
-
D.
Gotham Central
Gotham Central is a critically acclaimed comic book series that follows the Gotham City Police Department as they struggle to uphold the law in Batman’s crime-ridden city.
-
E.
The Flash Family
The Flash Family is a group of speedster heroes in DC Comics, centered around Barry Allen and his allies and protégés who share the mantle and legacy of the Flash.
- 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_69d8b9f59bd48190a6fc925a855b8bac |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49c14c4348190bb77712d9eae1d51 |
completed | April 19, 2026, 9:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0313dd15d481909d0d539817d11340 |
completed | May 12, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_6a031485c3908190a8fe49068d45e910 |
completed | May 12, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03151de8408190a4c8bc30f5606951 |
completed | May 12, 2026, 11:55 a.m. |
Created at: April 10, 2026, 10:18 a.m.