Triple
T20561201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phase Two |
E504846
|
entity |
| Predicate | developsCharacter |
P47421
|
FINISHED |
| Object | Tony Stark |
—
|
NE NERFINISHED |
How this triple was built (3 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: Tony Stark | Statement: [Phase Two, developsCharacter, Tony Stark]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tony Stark Context triple: [Phase Two, developsCharacter, Tony Stark]
-
A.
Tony Stark
chosen
Tony Stark is a fictional billionaire industrialist and genius inventor who becomes the armored superhero Iron Man in Marvel Comics and the Marvel Cinematic Universe.
-
B.
Tony Starks
Tony Starks is an alias of Ghostface Killah, the influential Wu-Tang Clan rapper known for his vivid storytelling and distinctive, soulful style.
-
C.
Obadiah Stane
Obadiah Stane is a Marvel Comics supervillain and ruthless industrialist who becomes the armored antagonist Iron Monger and a major foe of Iron Man.
-
D.
Howard Stark
Howard Stark is a brilliant industrialist, inventor, and co-founder of S.H.I.E.L.D. in the Marvel universe, known for shaping advanced technology and influencing his son Tony Stark’s legacy.
-
E.
Ezekiel Stane
Ezekiel Stane is a Marvel Comics supervillain and technological prodigy who becomes one of Iron Man’s most dangerous enemies by weaponizing advanced bio-technology and armor innovations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: developsCharacter Context triple: [Phase Two, developsCharacter, Tony Stark]
-
A.
developmentCharacter
chosen
Indicates a relationship where one entity contributes to or influences the growth, formation, or evolution of another entity’s characteristics or qualities.
-
B.
characterGenerator
Indicates a relationship where an entity produces, defines, or initializes characters or character data for use in another context.
-
C.
characterSetting
Indicates that a character is associated with, appears in, or is situated within a particular setting or environment.
-
D.
developedByCharacter
Indicates that something (such as an item, technique, or work) was created, designed, or brought into existence by a particular character.
-
E.
dynamicCharacter
Indicates that a character undergoes significant internal change or development over the course of a narrative.
- F. None of above.
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_69e0b4b6587c8190aee63dc7cff244ea |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a79ec10481909740eb6a08ae2658 |
completed | April 20, 2026, 10:24 p.m. |
| PD | Predicate disambiguation | batch_69e59ff0116c8190a163ff28ed01430a |
completed | April 20, 2026, 3:39 a.m. |
Created at: April 16, 2026, 11:39 a.m.