Triple
T18527927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Future Imperfect |
E452765
|
entity |
| Predicate | collectedIn |
P23944
|
FINISHED |
| Object |
Hulk: Future Imperfect trade paperback
Hulk: Future Imperfect is a trade paperback collection that primarily features the acclaimed dystopian Hulk storyline "Future Imperfect" by Peter David and George Pérez.
|
E1328920
|
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: Hulk: Future Imperfect trade paperback | Statement: [Future Imperfect, collectedIn, Hulk: Future Imperfect trade paperback]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hulk: Future Imperfect trade paperback Context triple: [Future Imperfect, collectedIn, Hulk: Future Imperfect trade paperback]
-
A.
The Incredible Hulk #180
The Incredible Hulk #180 is a 1974 Marvel Comics issue best known for featuring the brief debut of Wolverine, who would soon become one of the publisher’s most iconic characters.
-
B.
The Incredible Hulk #181
The Incredible Hulk #181 is a 1974 Marvel Comics issue famed for featuring the first full appearance of Wolverine, making it one of the most sought-after and valuable comic books in the hobby.
-
C.
The Incredible Hulk #449
The Incredible Hulk #449 is a 1997 Marvel Comics issue notable for introducing the Thunderbolts, a team of supervillains posing as heroes.
-
D.
The Ballad of the Hulk
"The Ballad of the Hulk" is a song by Bill Callahan, featured on his introspective 2019 album *Shepherd in a Sheepskin Vest*.
-
E.
The Trial of the Incredible Hulk
The Trial of the Incredible Hulk is a 1989 made-for-television superhero film that continues the adventures of Marvel’s Hulk and introduces a live-action version of Daredevil.
- 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: Hulk: Future Imperfect trade paperback Triple: [Future Imperfect, collectedIn, Hulk: Future Imperfect trade paperback]
Generated description
Hulk: Future Imperfect is a trade paperback collection that primarily features the acclaimed dystopian Hulk storyline "Future Imperfect" by Peter David and George Pérez.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hulk: Future Imperfect trade paperback Target entity description: Hulk: Future Imperfect is a trade paperback collection that primarily features the acclaimed dystopian Hulk storyline "Future Imperfect" by Peter David and George Pérez.
-
A.
The Incredible Hulk #180
The Incredible Hulk #180 is a 1974 Marvel Comics issue best known for featuring the brief debut of Wolverine, who would soon become one of the publisher’s most iconic characters.
-
B.
The Incredible Hulk #181
The Incredible Hulk #181 is a 1974 Marvel Comics issue famed for featuring the first full appearance of Wolverine, making it one of the most sought-after and valuable comic books in the hobby.
-
C.
The Incredible Hulk #449
The Incredible Hulk #449 is a 1997 Marvel Comics issue notable for introducing the Thunderbolts, a team of supervillains posing as heroes.
-
D.
The Ballad of the Hulk
"The Ballad of the Hulk" is a song by Bill Callahan, featured on his introspective 2019 album *Shepherd in a Sheepskin Vest*.
-
E.
The Trial of the Incredible Hulk
The Trial of the Incredible Hulk is a 1989 made-for-television superhero film that continues the adventures of Marvel’s Hulk and introduces a live-action version of Daredevil.
- 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e533f9bd1081909743b24e290b7dfe |
completed | April 19, 2026, 7:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049178ea1c819085480137adfb3841 |
completed | May 13, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_6a04921b1a508190b8bb6d6c4597ab99 |
completed | May 13, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0492ba4ea08190b59510b221ad5d21 |
completed | May 13, 2026, 3:03 p.m. |
Created at: April 10, 2026, 11:37 a.m.