Triple
T9133683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avengers vs. X-Men |
E219148
|
entity |
| Predicate | leadsTo |
P37
|
FINISHED |
| Object |
Marvel NOW!
Marvel NOW! is a 2012–2015 Marvel Comics publishing initiative that relaunched many series with new creative teams and story directions following the events of Avengers vs. X-Men.
|
E780896
|
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: Marvel NOW! | Statement: [Avengers vs. X-Men, leadsTo, Marvel NOW!]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel NOW! Context triple: [Avengers vs. X-Men, leadsTo, Marvel NOW!]
-
A.
Modern Marvel
"Modern Marvel" is a track from Mos Def’s genre-blending album *The New Danger*, showcasing his fusion of hip-hop with rock and soul influences.
-
B.
Secret Wars (2015)
Secret Wars (2015) is a Marvel Comics crossover event in which the multiverse collapses into a single patchwork planet called Battleworld, reshaping the Marvel Universe and its characters.
-
C.
The New 52
The New 52 was DC Comics’ 2011 line-wide relaunch that rebooted and modernized its superhero universe with 52 ongoing titles and revised character histories.
-
D.
The Marvels
The Marvels is a 2023 Marvel Cinematic Universe superhero film that teams Captain Marvel with Ms. Marvel and Monica Rambeau in a cosmic adventure.
-
E.
The Thanos Quest #1
The Thanos Quest #1 is a Marvel Comics issue that chronicles Thanos’s ruthless campaign to collect the Infinity Gems, setting the stage for the Infinity Gauntlet saga.
- 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: Marvel NOW! Triple: [Avengers vs. X-Men, leadsTo, Marvel NOW!]
Generated description
Marvel NOW! is a 2012–2015 Marvel Comics publishing initiative that relaunched many series with new creative teams and story directions following the events of Avengers vs. X-Men.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvel NOW! Target entity description: Marvel NOW! is a 2012–2015 Marvel Comics publishing initiative that relaunched many series with new creative teams and story directions following the events of Avengers vs. X-Men.
-
A.
Modern Marvel
"Modern Marvel" is a track from Mos Def’s genre-blending album *The New Danger*, showcasing his fusion of hip-hop with rock and soul influences.
-
B.
Secret Wars (2015)
Secret Wars (2015) is a Marvel Comics crossover event in which the multiverse collapses into a single patchwork planet called Battleworld, reshaping the Marvel Universe and its characters.
-
C.
The New 52
The New 52 was DC Comics’ 2011 line-wide relaunch that rebooted and modernized its superhero universe with 52 ongoing titles and revised character histories.
-
D.
The Marvels
The Marvels is a 2023 Marvel Cinematic Universe superhero film that teams Captain Marvel with Ms. Marvel and Monica Rambeau in a cosmic adventure.
-
E.
The Thanos Quest #1
The Thanos Quest #1 is a Marvel Comics issue that chronicles Thanos’s ruthless campaign to collect the Infinity Gems, setting the stage for the Infinity Gauntlet saga.
- 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_69ca83debfc0819095800583e97ab10f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8dccecc81908d8fc641c419ca6a |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d047e5ad5481909b7e62bee4d57492 |
completed | April 3, 2026, 11:06 p.m. |
| NEDg | Description generation | batch_69d048dbcfe08190afb6ee816e22ddfc |
completed | April 3, 2026, 11:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d049b159d08190ad426bb7f9bcafb1 |
completed | April 3, 2026, 11:13 p.m. |
Created at: March 30, 2026, 7:18 p.m.