Triple
T11122726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thunderbolts |
E263057
|
entity |
| Predicate | firstAppearance |
P795
|
FINISHED |
| Object |
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.
|
E906120
|
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 Incredible Hulk #449 | Statement: [Thunderbolts, firstAppearance, The Incredible Hulk #449]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Incredible Hulk #449 Context triple: [Thunderbolts, firstAppearance, The Incredible Hulk #449]
-
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 #1
The Incredible Hulk #1 is the 1962 Marvel Comics issue that introduced Bruce Banner and his monstrous alter ego, the Hulk, to the world.
-
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.
Hulk "Dispatch"
Hulk "Dispatch" was a British prison hulk used to confine convicts, associated with the Purton Hulks on the River Severn.
- 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 Incredible Hulk #449 Triple: [Thunderbolts, firstAppearance, The Incredible Hulk #449]
Generated description
The Incredible Hulk #449 is a 1997 Marvel Comics issue notable for introducing the Thunderbolts, a team of supervillains posing as heroes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Incredible Hulk #449 Target entity description: The Incredible Hulk #449 is a 1997 Marvel Comics issue notable for introducing the Thunderbolts, a team of supervillains posing as heroes.
-
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 #1
The Incredible Hulk #1 is the 1962 Marvel Comics issue that introduced Bruce Banner and his monstrous alter ego, the Hulk, to the world.
-
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.
Hulk "Dispatch"
Hulk "Dispatch" was a British prison hulk used to confine convicts, associated with the Purton Hulks on the River Severn.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79afa0ab88190ab6d61df8cf485ec |
completed | April 9, 2026, 12:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d8643748190a7801fc401dd2b5a |
completed | April 19, 2026, 1:19 a.m. |
| NEDg | Description generation | batch_69e42f3eaa0c819095e5af20b910d979 |
completed | April 19, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e43771eaec8190be9bb709723931e0 |
completed | April 19, 2026, 2:01 a.m. |
Created at: April 8, 2026, 9:28 p.m.