Triple
T22303100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emma Frost |
E551305
|
entity |
| Predicate | alias |
P39
|
FINISHED |
| Object |
Black Queen
Black Queen is a villainous title within Marvel's Hellfire Club often associated with powerful and manipulative female mutants, notably including Emma Frost in some storylines.
|
E1529585
|
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: Black Queen | Statement: [Emma Frost, alias, Black Queen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Queen Context triple: [Emma Frost, alias, Black Queen]
-
A.
Black Queen
"Black Queen" is a song by Crosby, Stills, Nash & Young, known for its raw, bluesy style and prominent live performances.
-
B.
All Hail the Queen
All Hail the Queen is Queen Latifah’s influential 1989 debut hip-hop album that helped establish her as a pioneering female voice in rap and the Native Tongues movement.
-
C.
Queen of Queens
Queen of Queens is the exalted royal title borne by Tamar of Georgia, reflecting her status as a supreme and sovereign monarch in medieval Georgian history.
-
D.
Queen Bitch
"Queen Bitch" is a glam rock-influenced song by David Bowie, known for its homage to The Velvet Underground and its appearance on his 1971 album *Hunky Dory*.
-
E.
Gypsy Queen
"Gypsy Queen" is a song by Hungarian jazz guitarist Gábor Szabó, best known to many listeners as the instrumental section incorporated into Santana’s hit version of "Black Magic Woman."
- 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: Black Queen Triple: [Emma Frost, alias, Black Queen]
Generated description
Black Queen is a villainous title within Marvel's Hellfire Club often associated with powerful and manipulative female mutants, notably including Emma Frost in some storylines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Queen Target entity description: Black Queen is a villainous title within Marvel's Hellfire Club often associated with powerful and manipulative female mutants, notably including Emma Frost in some storylines.
-
A.
Black Queen
"Black Queen" is a song by Crosby, Stills, Nash & Young, known for its raw, bluesy style and prominent live performances.
-
B.
All Hail the Queen
All Hail the Queen is Queen Latifah’s influential 1989 debut hip-hop album that helped establish her as a pioneering female voice in rap and the Native Tongues movement.
-
C.
Queen of Queens
Queen of Queens is the exalted royal title borne by Tamar of Georgia, reflecting her status as a supreme and sovereign monarch in medieval Georgian history.
-
D.
Queen Bitch
"Queen Bitch" is a glam rock-influenced song by David Bowie, known for its homage to The Velvet Underground and its appearance on his 1971 album *Hunky Dory*.
-
E.
Gypsy Queen
"Gypsy Queen" is a song by Hungarian jazz guitarist Gábor Szabó, best known to many listeners as the instrumental section incorporated into Santana’s hit version of "Black Magic Woman."
- 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_69e11e46c0188190800181a4233f28fe |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1572517588190bef6f8bfb76afb19 |
completed | April 29, 2026, 12:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0acc9cd4508190825732ffc8b9fa84 |
completed | May 18, 2026, 8:23 a.m. |
| NEDg | Description generation | batch_6a0acd8b04d88190a545cec751e4a635 |
completed | May 18, 2026, 8:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ace5e9b948190bd4fb7092e6fb62e |
completed | May 18, 2026, 8:31 a.m. |
Created at: April 16, 2026, 8:41 p.m.