Triple
T10446008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Happy Hogan |
E246287
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object | Happy Hogan (Marvel Comics) |
E246287
|
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: Happy Hogan (Marvel Comics) | Statement: [Happy Hogan, basedOn, Happy Hogan (Marvel Comics)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Happy Hogan (Marvel Comics) Context triple: [Happy Hogan, basedOn, Happy Hogan (Marvel Comics)]
-
A.
Happy Hogan
chosen
Happy Hogan is a loyal friend, driver, and head of security for Tony Stark in the Marvel Cinematic Universe, often providing comic relief while supporting Iron Man and the Avengers.
-
B.
Hulkling (Teddy Altman)
Hulkling (Teddy Altman) is a Marvel Comics superhero, a shape-shifting Kree–Skrull hybrid best known as a founding member of the Young Avengers and the romantic partner of Wiccan.
-
C.
Captain "Howling Mad" Murdock
Captain "Howling Mad" Murdock is the eccentric, mentally unstable but brilliant helicopter pilot of the A-Team in the 1980s action-adventure television series.
-
D.
Everett K. Ross (Marvel Comics)
Everett K. Ross (Marvel Comics) is a U.S. government liaison and ally to Black Panther, often serving as comic relief and a point-of-view character in stories involving Wakanda.
-
E.
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.
- 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_69d381c04fe08190957c26c526a3b05a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4fdc0520c819098d2d53ee46a89ae |
completed | April 7, 2026, 12:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d87eeae8788190b63534fa4f942ead |
completed | April 10, 2026, 4:39 a.m. |
Created at: April 6, 2026, 12:16 p.m.