Triple
T9900774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justin Chambers |
E182273
|
entity |
| Predicate | portrayed |
P1668
|
FINISHED |
| Object |
The Flash
The Flash is a DC Comics superhero identity most famously associated with speedster Barry Allen, known for his superhuman velocity and role in the Justice League.
|
E86937
|
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: [Justin Chambers, portrayed, The Flash]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Flash Context triple: [Justin Chambers, portrayed, 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 (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 (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.
-
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.
Operation Flash
Operation Flash was a 1995 Croatian military offensive that swiftly recaptured territory held by rebel Serb forces in western Slavonia during the Croatian War of Independence.
- 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: [Justin Chambers, portrayed, The Flash]
Generated description
The Flash is a DC Comics superhero identity most famously associated with speedster Barry Allen, known for his superhuman velocity and role in the Justice League.
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 identity most famously associated with speedster Barry Allen, known for his superhuman velocity and role in the Justice League.
-
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 (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 (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.
-
D.
The Flash (2014 TV series)
chosen
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.
Operation Flash
Operation Flash was a 1995 Croatian military offensive that swiftly recaptured territory held by rebel Serb forces in western Slavonia during the Croatian War of Independence.
- 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_69ca82876f8081909cf75df0f99bb13f |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb4e0705c8190bd17e36aff615cdd |
completed | April 2, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eb2125208190b4cf549d67d1ca42 |
completed | April 5, 2026, 4:54 a.m. |
| NEDg | Description generation | batch_69d1ec05d39c81909debbe9ae7869379 |
completed | April 5, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1ecd530e88190a92867a61b291106 |
completed | April 5, 2026, 5:02 a.m. |
Created at: March 30, 2026, 8:40 p.m.