Triple
T14489416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Veil Brides |
E359323
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Andy Biersack
Andy Biersack is an American singer and songwriter best known as the founder and lead vocalist of the rock band Black Veil Brides.
|
E1103491
|
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: Andy Biersack | Statement: [Black Veil Brides, hasMember, Andy Biersack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andy Biersack Context triple: [Black Veil Brides, hasMember, Andy Biersack]
-
A.
Dylan Ebdus
Dylan Ebdus is the introspective, artistically inclined boy at the center of Jonathan Lethem’s novel "The Fortress of Solitude," whose coming-of-age in 1970s Brooklyn explores race, friendship, and urban change.
-
B.
Justin Raisen
Justin Raisen is an American record producer and songwriter known for his work with a wide range of indie, pop, and alternative artists.
-
C.
Craig Bierko
Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
-
D.
Josh Scherr
Josh Scherr is a video game writer and narrative designer best known for his work on Naughty Dog titles, including the Uncharted series.
-
E.
Andy Boucher
Andy Boucher is a musician best known as a member of the British electronic and dance music collective Beats International, formed by Norman Cook (later known as Fatboy Slim).
- 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: Andy Biersack Triple: [Black Veil Brides, hasMember, Andy Biersack]
Generated description
Andy Biersack is an American singer and songwriter best known as the founder and lead vocalist of the rock band Black Veil Brides.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andy Biersack Target entity description: Andy Biersack is an American singer and songwriter best known as the founder and lead vocalist of the rock band Black Veil Brides.
-
A.
Dylan Ebdus
Dylan Ebdus is the introspective, artistically inclined boy at the center of Jonathan Lethem’s novel "The Fortress of Solitude," whose coming-of-age in 1970s Brooklyn explores race, friendship, and urban change.
-
B.
Justin Raisen
Justin Raisen is an American record producer and songwriter known for his work with a wide range of indie, pop, and alternative artists.
-
C.
Craig Bierko
Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
-
D.
Josh Scherr
Josh Scherr is a video game writer and narrative designer best known for his work on Naughty Dog titles, including the Uncharted series.
-
E.
Andy Boucher
Andy Boucher is a musician best known as a member of the British electronic and dance music collective Beats International, formed by Norman Cook (later known as Fatboy Slim).
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de930bd1d48190abd6c47da0a3ebc8 |
completed | April 14, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d90f86081908b25f3eb90042c73 |
completed | May 8, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69fd6f80e3a081908c43915275898852 |
completed | May 8, 2026, 5:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7016a3c48190a1ea2fefeea92c60 |
completed | May 8, 2026, 5:09 a.m. |
Created at: April 10, 2026, 1:20 a.m.