Triple
T10920033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dreykov |
E257922
|
entity |
| Predicate | enemyOf |
P437
|
FINISHED |
| Object |
Avengers (indirectly through Natasha Romanoff)
The Avengers are a team of Marvel Comics superheroes who unite to confront powerful threats to the world and beyond.
|
E734024
|
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: Avengers (indirectly through Natasha Romanoff) | Statement: [Dreykov, enemyOf, Avengers (indirectly through Natasha Romanoff)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Avengers (indirectly through Natasha Romanoff) Context triple: [Dreykov, enemyOf, Avengers (indirectly through Natasha Romanoff)]
-
A.
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.
-
B.
Avengers (temporary ally)
The Avengers (temporary ally) refers to the Marvel superhero team during storylines in which characters like Gamora join forces with them for a limited time rather than as permanent members.
-
C.
Hawkeye
Hawkeye is a Marvel Cinematic Universe Disney+ series centered on the archer superhero Clint Barton and his protégé Kate Bishop.
-
D.
Hawkeye
Hawkeye is the frontier scout and sharpshooter hero of James Fenimore Cooper’s Leatherstocking Tales, renowned for his wilderness skills and moral integrity.
-
E.
Black Widow
Black Widow is a modernist sculptural mobile by Alexander Calder, exemplifying his innovative use of abstract forms and suspended movement.
- 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: Avengers (indirectly through Natasha Romanoff) Triple: [Dreykov, enemyOf, Avengers (indirectly through Natasha Romanoff)]
Generated description
The Avengers are a team of Marvel Comics superheroes who unite to confront powerful threats to the world and beyond.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Avengers (indirectly through Natasha Romanoff) Target entity description: The Avengers are a team of Marvel Comics superheroes who unite to confront powerful threats to the world and beyond.
-
A.
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.
-
B.
Avengers (temporary ally)
chosen
The Avengers (temporary ally) refers to the Marvel superhero team during storylines in which characters like Gamora join forces with them for a limited time rather than as permanent members.
-
C.
Hawkeye
Hawkeye is a Marvel Cinematic Universe Disney+ series centered on the archer superhero Clint Barton and his protégé Kate Bishop.
-
D.
Hawkeye
Hawkeye is the frontier scout and sharpshooter hero of James Fenimore Cooper’s Leatherstocking Tales, renowned for his wilderness skills and moral integrity.
-
E.
Black Widow
Black Widow is a modernist sculptural mobile by Alexander Calder, exemplifying his innovative use of abstract forms and suspended movement.
- F. None of above.
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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77081a0c48190b7aa4a482032d1ea |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2171adbbc8190916a5463b6e5c186 |
completed | April 17, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_69e21d8a2e6881909b33cbe4ab919315 |
completed | April 17, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e21eaa1e9881909f3b276e0ff0c511 |
completed | April 17, 2026, 11:51 a.m. |
Created at: April 8, 2026, 9:22 p.m.