Triple
T15493220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gwen Stacy |
E378748
|
entity |
| Predicate | firstAppearance |
P795
|
FINISHED |
| Object |
The Amazing Spider-Man #31
The Amazing Spider-Man #31 is a 1965 Marvel comic book issue notable for introducing key characters like Gwen Stacy into Spider-Man’s world.
|
E1161286
|
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 Amazing Spider-Man #31 | Statement: [Gwen Stacy, firstAppearance, The Amazing Spider-Man #31]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Amazing Spider-Man #31 Context triple: [Gwen Stacy, firstAppearance, The Amazing Spider-Man #31]
-
A.
The Amazing Spider-Man #129
The Amazing Spider-Man #129 is a 1974 Marvel Comics issue best known for introducing the vigilante antihero the Punisher.
-
B.
The Amazing Spider-Man #102
The Amazing Spider-Man #102 is a 1971 Marvel Comics issue best known for featuring Morbius the Living Vampire and significant developments in Spider-Man’s early Bronze Age storylines.
-
C.
The Amazing Spider-Man #14
The Amazing Spider-Man #14 is a 1964 Marvel comic book issue notable for introducing the iconic villain Green Goblin into Spider-Man’s rogues’ gallery.
-
D.
The Amazing Spider-Man #3
The Amazing Spider-Man #3 is a 1963 Marvel comic book issue best known for introducing the iconic supervillain Doctor Octopus into Spider-Man’s rogues’ gallery.
-
E.
The Amazing Spider-Man #2
The Amazing Spider-Man #2 is a 1963 Marvel comic book issue best known for introducing the classic Spider-Man villain the Vulture (Adrian Toomes).
- 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 Amazing Spider-Man #31 Triple: [Gwen Stacy, firstAppearance, The Amazing Spider-Man #31]
Generated description
The Amazing Spider-Man #31 is a 1965 Marvel comic book issue notable for introducing key characters like Gwen Stacy into Spider-Man’s world.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Amazing Spider-Man #31 Target entity description: The Amazing Spider-Man #31 is a 1965 Marvel comic book issue notable for introducing key characters like Gwen Stacy into Spider-Man’s world.
-
A.
The Amazing Spider-Man #129
The Amazing Spider-Man #129 is a 1974 Marvel Comics issue best known for introducing the vigilante antihero the Punisher.
-
B.
The Amazing Spider-Man #102
The Amazing Spider-Man #102 is a 1971 Marvel Comics issue best known for featuring Morbius the Living Vampire and significant developments in Spider-Man’s early Bronze Age storylines.
-
C.
The Amazing Spider-Man #14
The Amazing Spider-Man #14 is a 1964 Marvel comic book issue notable for introducing the iconic villain Green Goblin into Spider-Man’s rogues’ gallery.
-
D.
The Amazing Spider-Man #3
The Amazing Spider-Man #3 is a 1963 Marvel comic book issue best known for introducing the iconic supervillain Doctor Octopus into Spider-Man’s rogues’ gallery.
-
E.
The Amazing Spider-Man #2
The Amazing Spider-Man #2 is a 1963 Marvel comic book issue best known for introducing the classic Spider-Man villain the Vulture (Adrian Toomes).
- 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_69d85cd53a7c819080f5b9042c4c199e |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03fad723481908d2aa33e8f065f2f |
completed | April 16, 2026, 1:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3660fc6c81908caf1729260a8338 |
completed | May 9, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ff373558c88190983792d12956886e |
completed | May 9, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff37c1b1e081909662b37eb5a2da1a |
completed | May 9, 2026, 1:33 p.m. |
Created at: April 10, 2026, 3:49 a.m.