Triple
T12232112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dark Avengers |
E291498
|
entity |
| Predicate | memberAlias |
P78037
|
FINISHED |
| Object |
Moonstone as Ms. Marvel
Moonstone as Ms. Marvel is the supervillain Karla Sofen’s guise when she impersonates the hero Ms. Marvel as part of Norman Osborn’s Dark Avengers, using her moonstone-derived powers and stolen identity to pose as a government-sanctioned superhero.
|
E970731
|
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: Moonstone as Ms. Marvel | Statement: [Dark Avengers, memberAlias, Moonstone as Ms. Marvel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Moonstone as Ms. Marvel Context triple: [Dark Avengers, memberAlias, Moonstone as Ms. Marvel]
-
A.
Ms. Marvel (Carol Danvers)
Ms. Marvel (Carol Danvers) is a prominent Marvel Comics superheroine, later known as Captain Marvel, who gained superhuman strength, flight, and energy powers and became a key member of the Avengers.
-
B.
Kamala Khan
Kamala Khan is a Pakistani-American Muslim teenager from Jersey City who becomes the shape-shifting superhero Ms. Marvel in Marvel Comics.
-
C.
Ms. Marvel
Ms. Marvel is a critically acclaimed Marvel Comics series, best known for introducing teenage Pakistani-American superhero Kamala Khan and for its groundbreaking representation and storytelling.
-
D.
Monica Rambeau
Monica Rambeau is a Marvel Comics superhero and S.W.O.R.D. agent who gains energy-based powers and becomes a key figure in the Marvel Cinematic Universe.
-
E.
Kara Danvers
Kara Danvers is the civilian identity of Supergirl, a Kryptonian superhero and central protagonist in the Arrowverse television franchise.
- 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: Moonstone as Ms. Marvel Triple: [Dark Avengers, memberAlias, Moonstone as Ms. Marvel]
Generated description
Moonstone as Ms. Marvel is the supervillain Karla Sofen’s guise when she impersonates the hero Ms. Marvel as part of Norman Osborn’s Dark Avengers, using her moonstone-derived powers and stolen identity to pose as a government-sanctioned superhero.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Moonstone as Ms. Marvel Target entity description: Moonstone as Ms. Marvel is the supervillain Karla Sofen’s guise when she impersonates the hero Ms. Marvel as part of Norman Osborn’s Dark Avengers, using her moonstone-derived powers and stolen identity to pose as a government-sanctioned superhero.
-
A.
Ms. Marvel (Carol Danvers)
Ms. Marvel (Carol Danvers) is a prominent Marvel Comics superheroine, later known as Captain Marvel, who gained superhuman strength, flight, and energy powers and became a key member of the Avengers.
-
B.
Kamala Khan
Kamala Khan is a Pakistani-American Muslim teenager from Jersey City who becomes the shape-shifting superhero Ms. Marvel in Marvel Comics.
-
C.
Ms. Marvel
Ms. Marvel is a critically acclaimed Marvel Comics series, best known for introducing teenage Pakistani-American superhero Kamala Khan and for its groundbreaking representation and storytelling.
-
D.
Monica Rambeau
Monica Rambeau is a Marvel Comics superhero and S.W.O.R.D. agent who gains energy-based powers and becomes a key figure in the Marvel Cinematic Universe.
-
E.
Kara Danvers
Kara Danvers is the civilian identity of Supergirl, a Kryptonian superhero and central protagonist in the Arrowverse television franchise.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93ed7251c8190b94d7cd75ad49b9c |
completed | April 10, 2026, 6:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60aad2d488190ba36588e3376ca1a |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60bdd8d508190813178ff4c77afcf |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60c67c680819087630d190d0a008f |
completed | May 2, 2026, 2:38 p.m. |
Created at: April 8, 2026, 9:51 p.m.