Triple
T8367488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abraham Attah |
E197168
|
entity |
| Predicate | appearedInUniverse |
P79039
|
FINISHED |
| Object | Marvel Cinematic Universe |
E118193
|
NE FINISHED |
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: Marvel Cinematic Universe | Statement: [Abraham Attah, appearedInUniverse, Marvel Cinematic Universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel Cinematic Universe Context triple: [Abraham Attah, appearedInUniverse, Marvel Cinematic Universe]
-
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 Universe
The Marvel Universe is a vast fictional shared setting created by Marvel Comics, featuring interconnected stories about superheroes, villains, and cosmic entities across comics, films, and other media.
-
C.
Marvel Cinematic Universe Phase Five
Marvel Cinematic Universe Phase Five is a slate of interconnected superhero films and television series produced by Marvel Studios that continues the overarching MCU narrative following Phase Four, introducing new characters and expanding existing storylines across the shared universe.
-
D.
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.
-
E.
The Avengers film series
The Avengers film series is a collection of Marvel Cinematic Universe superhero ensemble movies that bring together characters like Iron Man, Captain America, Thor, and others to battle large-scale threats.
- 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: appearedInUniverse Context triple: [Abraham Attah, appearedInUniverse, Marvel Cinematic Universe]
-
A.
appearsIn
Indicates that an entity is present, featured, or occurs within a particular context, work, or medium.
-
B.
hasFictionalUniverseElement
Indicates that one entity is a component, feature, or constituent part of the fictional universe represented by the other entity.
-
C.
activeInFictionalUniverse
chosen
Indicates that an entity participates, operates, or has a role within a specified fictional universe or setting.
-
D.
portraysFictionalUniverse
Indicates that one entity depicts, represents, or presents the fictional universe in which another entity is set.
-
E.
appearsInAdaptationBy
Indicates that an entity is featured or present in an adaptation created by a specified adapter (e.g., author, director, or studio).
- F. None of above.
Provenance (4 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_69ca82f2dbe48190aba982e75a0d94de |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb808e56fc81908b5d37482f29452d |
completed | March 31, 2026, 8:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc78c0c208190ba590c74512a4043 |
completed | April 2, 2026, 1:34 a.m. |
| PD | Predicate disambiguation | batch_69cb70cd04b08190ab5f72afd22a7967 |
completed | March 31, 2026, 6:59 a.m. |
Created at: March 30, 2026, 6 p.m.