Triple
T9133654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avengers vs. X-Men |
E219148
|
entity |
| Predicate | mainWriter |
P53764
|
FINISHED |
| Object |
Matt Fraction
Matt Fraction is an American comic book writer known for his acclaimed work at Marvel Comics on titles such as Hawkeye, Invincible Iron Man, and The Immortal Iron Fist.
|
E788113
|
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: Matt Fraction | Statement: [Avengers vs. X-Men, mainWriter, Matt Fraction]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matt Fraction Context triple: [Avengers vs. X-Men, mainWriter, Matt Fraction]
-
A.
Jonathan Hickman
Jonathan Hickman is an American comic book writer and designer best known for his ambitious, intricately plotted runs at Marvel Comics, including major events like Secret Wars and influential work on titles such as Fantastic Four, Avengers, and X-Men.
-
B.
Jason Aaron
Jason Aaron is an American comic book writer best known for his acclaimed runs on Marvel titles such as Thor, Wolverine, and various X-Men series.
-
C.
Brian Michael Bendis
Brian Michael Bendis is a prolific American comic book writer best known for his influential work at Marvel Comics, including co-creating the Ultimate Marvel universe and characters like Miles Morales.
-
D.
Joe Coenen
Joe Coenen is an architect known for his contribution to the design of Düsseldorf’s modern MedienHafen district.
-
E.
Ed Brubaker
Ed Brubaker is an American comic book writer best known for his acclaimed runs on titles like Captain America, Daredevil, and Criminal, where he revitalized characters through noir-influenced, character-driven storytelling.
- 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: Matt Fraction Triple: [Avengers vs. X-Men, mainWriter, Matt Fraction]
Generated description
Matt Fraction is an American comic book writer known for his acclaimed work at Marvel Comics on titles such as Hawkeye, Invincible Iron Man, and The Immortal Iron Fist.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matt Fraction Target entity description: Matt Fraction is an American comic book writer known for his acclaimed work at Marvel Comics on titles such as Hawkeye, Invincible Iron Man, and The Immortal Iron Fist.
-
A.
Jonathan Hickman
Jonathan Hickman is an American comic book writer and designer best known for his ambitious, intricately plotted runs at Marvel Comics, including major events like Secret Wars and influential work on titles such as Fantastic Four, Avengers, and X-Men.
-
B.
Jason Aaron
Jason Aaron is an American comic book writer best known for his acclaimed runs on Marvel titles such as Thor, Wolverine, and various X-Men series.
-
C.
Brian Michael Bendis
Brian Michael Bendis is a prolific American comic book writer best known for his influential work at Marvel Comics, including co-creating the Ultimate Marvel universe and characters like Miles Morales.
-
D.
Joe Coenen
Joe Coenen is an architect known for his contribution to the design of Düsseldorf’s modern MedienHafen district.
-
E.
Ed Brubaker
Ed Brubaker is an American comic book writer best known for his acclaimed runs on titles like Captain America, Daredevil, and Criminal, where he revitalized characters through noir-influenced, character-driven storytelling.
- 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_69d09b75186c8190849f86b7e26093f1 |
completed | April 4, 2026, 5:02 a.m. |
| NEDg | Description generation | batch_69d09cf11e488190b61f4a61002454e6 |
completed | April 4, 2026, 5:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09e2069048190ac22b738fa324771 |
completed | April 4, 2026, 5:14 a.m. |
Created at: March 30, 2026, 7:18 p.m.