Triple
T20780700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Incredible Hulk #181 |
E511471
|
entity |
| Predicate | followedBy |
P78
|
FINISHED |
| Object |
The Incredible Hulk #182
The Incredible Hulk #182 is a 1974 Marvel comic book issue notable for featuring one of the earliest follow-up appearances of Wolverine shortly after his debut.
|
E511471
|
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 #182 | Statement: [The Incredible Hulk #181, followedBy, The Incredible Hulk #182]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Incredible Hulk #182 Context triple: [The Incredible Hulk #181, followedBy, The Incredible Hulk #182]
-
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 #166
The Incredible Hulk #166 is a 1973 Marvel Comics issue of the Hulk series notable for introducing the energy-based villain Zzzax.
-
D.
The Incredible Hulk #179
The Incredible Hulk #179 is an issue of Marvel Comics’ long-running Hulk series from the 1970s, featuring one of the character’s classic Bronze Age adventures.
-
E.
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.
- 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 #182 Triple: [The Incredible Hulk #181, followedBy, The Incredible Hulk #182]
Generated description
The Incredible Hulk #182 is a 1974 Marvel comic book issue notable for featuring one of the earliest follow-up appearances of Wolverine shortly after his debut.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Incredible Hulk #182 Target entity description: The Incredible Hulk #182 is a 1974 Marvel comic book issue notable for featuring one of the earliest follow-up appearances of Wolverine shortly after his debut.
-
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
chosen
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 #166
The Incredible Hulk #166 is a 1973 Marvel Comics issue of the Hulk series notable for introducing the energy-based villain Zzzax.
-
D.
The Incredible Hulk #179
The Incredible Hulk #179 is an issue of Marvel Comics’ long-running Hulk series from the 1970s, featuring one of the character’s classic Bronze Age adventures.
-
E.
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.
- F. None of above.
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_69e0b4cac7a48190a715cb3d545df2b4 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c26f99b88190a84a6889834e1e96 |
completed | April 21, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09006778fc8190a8e4fec8c1de7dc2 |
completed | May 16, 2026, 11:40 p.m. |
| NEDg | Description generation | batch_6a09039c4818819099b0f297f98abe69 |
completed | May 16, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a090402f0708190910174b850dc779a |
completed | May 16, 2026, 11:55 p.m. |
Created at: April 16, 2026, 12:37 p.m.