Triple
T1887431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avengers: Age of Ultron |
E39993
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Natasha Romanoff
Natasha Romanoff, also known as Black Widow, is a highly skilled spy and assassin turned superhero in the Marvel Cinematic Universe and Marvel Comics.
|
E210063
|
NE FINISHED |
How this triple was built (4 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: Natasha Romanoff | Statement: [Avengers: Age of Ultron, mainCharacter, Natasha Romanoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natasha Romanoff Context triple: [Avengers: Age of Ultron, mainCharacter, Natasha Romanoff]
-
A.
Maria Hill
Maria Hill is a high-ranking S.H.I.E.L.D. operative and close ally of Nick Fury who frequently coordinates and supports the Avengers in the Marvel Cinematic Universe.
-
B.
Peggy Carter
Peggy Carter is a skilled British intelligence officer and founding member of S.H.I.E.L.D. in the Marvel universe, known for her courage, leadership, and pivotal role alongside Captain America during World War II.
-
C.
Diana Prince
Diana Prince is the Amazonian warrior princess better known as Wonder Woman, a DC Comics superhero who leaves her hidden island to protect humanity.
-
D.
Hawkeye
Hawkeye is a Marvel Cinematic Universe Disney+ series centered on the archer superhero Clint Barton and his protégé Kate Bishop.
-
E.
Jane Foster
Jane Foster is a brilliant astrophysicist and Thor’s primary human love interest in Marvel’s Thor films.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Natasha Romanoff Triple: [Avengers: Age of Ultron, mainCharacter, Natasha Romanoff]
Generated description
Natasha Romanoff, also known as Black Widow, is a highly skilled spy and assassin turned superhero in the Marvel Cinematic Universe and Marvel Comics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natasha Romanoff Target entity description: Natasha Romanoff, also known as Black Widow, is a highly skilled spy and assassin turned superhero in the Marvel Cinematic Universe and Marvel Comics.
-
A.
Maria Hill
Maria Hill is a high-ranking S.H.I.E.L.D. operative and close ally of Nick Fury who frequently coordinates and supports the Avengers in the Marvel Cinematic Universe.
-
B.
Peggy Carter
Peggy Carter is a skilled British intelligence officer and founding member of S.H.I.E.L.D. in the Marvel universe, known for her courage, leadership, and pivotal role alongside Captain America during World War II.
-
C.
Diana Prince
Diana Prince is the Amazonian warrior princess better known as Wonder Woman, a DC Comics superhero who leaves her hidden island to protect humanity.
-
D.
Hawkeye
Hawkeye is a Marvel Cinematic Universe Disney+ series centered on the archer superhero Clint Barton and his protégé Kate Bishop.
-
E.
Jane Foster
Jane Foster is a brilliant astrophysicist and Thor’s primary human love interest in Marvel’s Thor films.
- F. None of above. chosen
Provenance (5 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb121a3cc81909c60ac65627142d1 |
completed | March 7, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf63863881908efd8010db14b8a8 |
completed | March 8, 2026, 8:43 p.m. |
| NEDg | Description generation | batch_69ade06eb0608190992291b9a0d5368c |
completed | March 8, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade0d3f77481909cb4c9a57a9fb6a7 |
completed | March 8, 2026, 8:49 p.m. |
Created at: March 4, 2026, 7:34 p.m.