Triple
T1887473
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avengers: Age of Ultron |
E39993
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Ulysses Klaue
Ulysses Klaue is a black-market arms dealer and vibranium smuggler in the Marvel Cinematic Universe, known as an enemy of Wakanda and Black Panther.
|
E210067
|
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: Ulysses Klaue | Statement: [Avengers: Age of Ultron, featuresCharacter, Ulysses Klaue]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulysses Klaue Context triple: [Avengers: Age of Ultron, featuresCharacter, Ulysses Klaue]
-
A.
Deckard Shaw
Deckard Shaw is a highly skilled former British military operative turned antihero in the Fast & Furious franchise, known for his lethal efficiency, dry wit, and complex family ties.
-
B.
Red Skull
Red Skull is a notorious Nazi supervillain and archenemy of Captain America in Marvel Comics, known for his red, skull-like face and ruthless pursuit of power.
-
C.
Hawkeye
Hawkeye is a Marvel Cinematic Universe Disney+ series centered on the archer superhero Clint Barton and his protégé Kate Bishop.
-
D.
Clubber Lang
Clubber Lang is the fierce, hard-hitting boxing antagonist portrayed by Mr. T in the film Rocky III.
-
E.
Bane
Bane is a formidable masked villain in the Batman universe, known for his immense physical strength, strategic genius, and role as one of Batman’s most dangerous adversaries.
- 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: Ulysses Klaue Triple: [Avengers: Age of Ultron, featuresCharacter, Ulysses Klaue]
Generated description
Ulysses Klaue is a black-market arms dealer and vibranium smuggler in the Marvel Cinematic Universe, known as an enemy of Wakanda and Black Panther.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ulysses Klaue Target entity description: Ulysses Klaue is a black-market arms dealer and vibranium smuggler in the Marvel Cinematic Universe, known as an enemy of Wakanda and Black Panther.
-
A.
Deckard Shaw
Deckard Shaw is a highly skilled former British military operative turned antihero in the Fast & Furious franchise, known for his lethal efficiency, dry wit, and complex family ties.
-
B.
Red Skull
Red Skull is a notorious Nazi supervillain and archenemy of Captain America in Marvel Comics, known for his red, skull-like face and ruthless pursuit of power.
-
C.
Hawkeye
Hawkeye is a Marvel Cinematic Universe Disney+ series centered on the archer superhero Clint Barton and his protégé Kate Bishop.
-
D.
Clubber Lang
Clubber Lang is the fierce, hard-hitting boxing antagonist portrayed by Mr. T in the film Rocky III.
-
E.
Bane
Bane is a formidable masked villain in the Batman universe, known for his immense physical strength, strategic genius, and role as one of Batman’s most dangerous adversaries.
- 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.