Triple
T9115078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secret Wars (2015) |
E218701
|
entity |
| Predicate | preceededBy |
P97
|
FINISHED |
| Object |
Avengers (2012) "Time Runs Out" arc
The "Time Runs Out" arc in the 2012 Avengers comics is a major Marvel storyline in which the Avengers confront multiversal incursions and escalating moral compromises that lead directly into the 2015 Secret Wars event.
|
E778826
|
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: Avengers (2012) "Time Runs Out" arc | Statement: [Secret Wars (2015), preceededBy, Avengers (2012) "Time Runs Out" arc]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Avengers (2012) "Time Runs Out" arc Context triple: [Secret Wars (2015), preceededBy, Avengers (2012) "Time Runs Out" arc]
-
A.
The Avengers (2012 film)
The Avengers (2012 film) is a blockbuster superhero movie that unites iconic Marvel characters like Iron Man, Captain America, Thor, and the Hulk as a team to defend Earth from an alien invasion.
-
B.
Avengers Initiative
The Avengers Initiative is a covert program in the Marvel Cinematic Universe designed to recruit and assemble extraordinary individuals into a team to defend Earth from major threats.
-
C.
The Avengers
The Avengers is a 1960s British espionage television series blending stylish spy drama with quirky, often surreal humor and science fiction elements.
-
D.
The Avengers: Earth’s Mightiest Heroes
The Avengers: Earth’s Mightiest Heroes is an animated television series that follows Marvel’s iconic superhero team as they unite to battle powerful villains and global threats.
-
E.
Avengers: Secret Wars
Avengers: Secret Wars is an upcoming Marvel Cinematic Universe crossover film intended as a major ensemble event adapting the iconic "Secret Wars" storyline from Marvel Comics.
- 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: Avengers (2012) "Time Runs Out" arc Triple: [Secret Wars (2015), preceededBy, Avengers (2012) "Time Runs Out" arc]
Generated description
The "Time Runs Out" arc in the 2012 Avengers comics is a major Marvel storyline in which the Avengers confront multiversal incursions and escalating moral compromises that lead directly into the 2015 Secret Wars event.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Avengers (2012) "Time Runs Out" arc Target entity description: The "Time Runs Out" arc in the 2012 Avengers comics is a major Marvel storyline in which the Avengers confront multiversal incursions and escalating moral compromises that lead directly into the 2015 Secret Wars event.
-
A.
The Avengers (2012 film)
The Avengers (2012 film) is a blockbuster superhero movie that unites iconic Marvel characters like Iron Man, Captain America, Thor, and the Hulk as a team to defend Earth from an alien invasion.
-
B.
Avengers Initiative
The Avengers Initiative is a covert program in the Marvel Cinematic Universe designed to recruit and assemble extraordinary individuals into a team to defend Earth from major threats.
-
C.
The Avengers
The Avengers is a 1960s British espionage television series blending stylish spy drama with quirky, often surreal humor and science fiction elements.
-
D.
The Avengers: Earth’s Mightiest Heroes
The Avengers: Earth’s Mightiest Heroes is an animated television series that follows Marvel’s iconic superhero team as they unite to battle powerful villains and global threats.
-
E.
Avengers: Secret Wars
Avengers: Secret Wars is an upcoming Marvel Cinematic Universe crossover film intended as a major ensemble event adapting the iconic "Secret Wars" storyline from Marvel Comics.
- 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_69ca83dc94ac8190b9ef42684d36ff39 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8a1340881909dc791b825e87ef2 |
completed | April 1, 2026, 5:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0306837c0819099cd77925df0848d |
completed | April 3, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d032345f948190bdcb39b18b5f569d |
completed | April 3, 2026, 9:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d032a9ee18819094931cfc13b8da32 |
completed | April 3, 2026, 9:35 p.m. |
Created at: March 30, 2026, 7:16 p.m.