Triple
T18527717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zzzax |
E452761
|
entity |
| Predicate | firstAppearance |
P795
|
FINISHED |
| Object |
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.
|
E1330804
|
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 #166 | Statement: [Zzzax, firstAppearance, The Incredible Hulk #166]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Incredible Hulk #166 Context triple: [Zzzax, firstAppearance, The Incredible Hulk #166]
-
A.
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.
-
B.
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.
-
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.
Incredible Hulk vol. 2 #94
Incredible Hulk vol. 2 #94 is a 2006 Marvel Comics issue from the "Planet Hulk" storyline that follows the Hulk's early days on the alien world of Sakaar.
-
E.
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.
- 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 #166 Triple: [Zzzax, firstAppearance, The Incredible Hulk #166]
Generated description
The Incredible Hulk #166 is a 1973 Marvel Comics issue of the Hulk series notable for introducing the energy-based villain Zzzax.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Incredible Hulk #166 Target entity description: The Incredible Hulk #166 is a 1973 Marvel Comics issue of the Hulk series notable for introducing the energy-based villain Zzzax.
-
A.
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.
-
B.
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.
-
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.
Incredible Hulk vol. 2 #94
Incredible Hulk vol. 2 #94 is a 2006 Marvel Comics issue from the "Planet Hulk" storyline that follows the Hulk's early days on the alien world of Sakaar.
-
E.
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.
- 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_6a049ad34a648190b551ef7e93cf0d22 |
completed | May 13, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_6a04a0f470ac8190a0a8561bf1b288df |
completed | May 13, 2026, 4:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04a1cce5cc8190b75dbc17354bde5a |
completed | May 13, 2026, 4:07 p.m. |
Created at: April 10, 2026, 11:37 a.m.