Triple
T3003836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brian Tyler |
E81849
|
entity |
| Predicate | hasWorkedOn |
P922
|
FINISHED |
| Object | Marvel Cinematic Universe films |
E118193
|
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: Marvel Cinematic Universe films | Statement: [Brian Tyler, hasWorkedOn, Marvel Cinematic Universe films]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel Cinematic Universe films Context triple: [Brian Tyler, hasWorkedOn, Marvel Cinematic Universe films]
-
A.
Marvel Cinematic Universe
chosen
The Marvel Cinematic Universe is a massively popular interconnected film and television franchise based on Marvel Comics characters, known for its shared continuity, blockbuster superhero movies, and expansive world-building.
-
B.
Marvel Cinematic Universe Phase Four
Marvel Cinematic Universe Phase Four is the post-Infinity Saga slate of interconnected Marvel Studios films and Disney+ series that expands the franchise into new characters, multiverse storylines, and legacy sequels.
-
C.
Marvel Cinematic Universe Phase Three
Marvel Cinematic Universe Phase Three is the third major slate of interconnected superhero films in the MCU, culminating in the Thanos saga and reshaping the franchise’s overarching storyline.
-
D.
Marvel Cinematic Universe Phase Two
Marvel Cinematic Universe Phase Two is the second slate of interconnected superhero films produced by Marvel Studios, expanding the shared universe’s scope, characters, and overarching narrative following its initial phase.
-
E.
Spider-Man film series
The Spider-Man film series is a blockbuster superhero franchise centered on Marvel Comics' web-slinging hero, spanning multiple reboots and adaptations that have significantly shaped modern comic book cinema.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a149b248190ac4f11afc4871cc1 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e5302c881908294827106b314e4 |
completed | March 11, 2026, 8:56 a.m. |
Created at: March 8, 2026, 2:59 p.m.