Triple
T12232147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A-Force |
E291499
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Dazzler
Dazzler is a Marvel Comics superheroine and mutant pop star who converts sound into powerful light-based energy.
|
E970736
|
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: Dazzler | Statement: [A-Force, member, Dazzler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dazzler Context triple: [A-Force, member, Dazzler]
-
A.
Fantomex
Fantomex is a genetically engineered mutant and master thief in Marvel Comics, known for his misdirection powers, artificial nervous system, and frequent association with covert X-Men teams.
-
B.
Black Canary
Black Canary is a DC Comics superheroine known for her expert martial arts skills and her powerful ultrasonic "canary cry" sonic scream.
-
C.
Spider-Woman
Spider-Woman is a Marvel Comics superheroine, most commonly Jessica Drew, known for her spider-based powers, espionage background, and membership in major superhero teams.
-
D.
Emma Frost
Emma Frost is a powerful telepathic mutant in Marvel's X-Men universe, known for her diamond-hard secondary form, complex moral alignment, and roles as both villainous White Queen of the Hellfire Club and later a key member and leader of the X-Men.
-
E.
Valeria Richards
Valeria Richards is a highly intelligent Marvel Comics character, the daughter of Reed Richards and Sue Storm, often depicted as a child prodigy whose genius rivals that of her father.
- 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: Dazzler Triple: [A-Force, member, Dazzler]
Generated description
Dazzler is a Marvel Comics superheroine and mutant pop star who converts sound into powerful light-based energy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dazzler Target entity description: Dazzler is a Marvel Comics superheroine and mutant pop star who converts sound into powerful light-based energy.
-
A.
Fantomex
Fantomex is a genetically engineered mutant and master thief in Marvel Comics, known for his misdirection powers, artificial nervous system, and frequent association with covert X-Men teams.
-
B.
Black Canary
Black Canary is a DC Comics superheroine known for her expert martial arts skills and her powerful ultrasonic "canary cry" sonic scream.
-
C.
Spider-Woman
Spider-Woman is a Marvel Comics superheroine, most commonly Jessica Drew, known for her spider-based powers, espionage background, and membership in major superhero teams.
-
D.
Emma Frost
Emma Frost is a powerful telepathic mutant in Marvel's X-Men universe, known for her diamond-hard secondary form, complex moral alignment, and roles as both villainous White Queen of the Hellfire Club and later a key member and leader of the X-Men.
-
E.
Valeria Richards
Valeria Richards is a highly intelligent Marvel Comics character, the daughter of Reed Richards and Sue Storm, often depicted as a child prodigy whose genius rivals that of her father.
- 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_69d91ca45bd48190b8b7f6b29b6bb25b |
completed | April 10, 2026, 3:52 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.