Triple
T14164525
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justin Hammer |
E351035
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object | Justin Hammer (Marvel Comics) |
E351035
|
NE FINISHED |
How this triple was built (2 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: Justin Hammer (Marvel Comics) | Statement: [Justin Hammer, basedOn, Justin Hammer (Marvel Comics)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin Hammer (Marvel Comics) Context triple: [Justin Hammer, basedOn, Justin Hammer (Marvel Comics)]
-
A.
Justin Hammer
chosen
Justin Hammer is a wealthy, unscrupulous weapons manufacturer and rival to Tony Stark in the Marvel Cinematic Universe.
-
B.
Danny Ketch
Danny Ketch is a Marvel Comics character best known as a modern incarnation of Ghost Rider, a supernatural antihero bonded to the Spirit of Vengeance.
-
C.
Ben Urich
Ben Urich is a seasoned investigative reporter in Marvel Comics, best known for uncovering superhero secrets and exposing corruption in New York City.
-
D.
Grant Ward (MCU)
Grant Ward (MCU) is a former S.H.I.E.L.D. agent who is revealed to be a double agent and key antagonist aligned with Hydra in the television series "Marvel's Agents of S.H.I.E.L.D."
-
E.
Doc Hammer
Doc Hammer is an American writer, voice actor, and musician best known as the co-creator and co-writer of the animated television series The Venture Bros.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b207cc8190b85b1ff0910b54da |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd2804956c81909409fba998a87866 |
completed | May 8, 2026, 12:02 a.m. |
Created at: April 10, 2026, 12:59 a.m.