Triple

T16002874
Position Surface form Disambiguated ID Type / Status
Subject Josh Gudwin E388137 entity
Predicate notableWork P4 FINISHED
Object Justin Bieber – Justice (album)
Justin Bieber – Justice is a 2021 pop and R&B studio album by Justin Bieber that explores themes of love, redemption, and social consciousness and features hit singles like "Peaches" and "Holy."
 E1190372 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: Justin Bieber – Justice (album) | Statement: [Josh Gudwin, notableWork, Justin Bieber – Justice (album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Justin Bieber – Justice (album)
Context triple: [Josh Gudwin, notableWork, Justin Bieber – Justice (album)]
  • A. Justin Bieber – Purpose (album)
    Justin Bieber’s "Purpose" is a 2015 pop and R&B album that marked his artistic reinvention and commercial resurgence with hits like "Sorry," "What Do You Mean?" and "Love Yourself."
  • B. Justin Bieber – Changes (album)
    "Justin Bieber – Changes" is the 2020 R&B-leaning studio album by Canadian pop singer Justin Bieber, featuring introspective themes and collaborations with artists like Quavo, Post Malone, and Kehlani.
  • C. Justin Bieber: Never Say Never (soundtrack)
    Justin Bieber: Never Say Never (soundtrack) is the companion album to his 2011 concert film, featuring pop and R&B tracks, remixes, and collaborations that highlight his early career and live performances.
  • D. Justin Bieber – Love Yourself (song)
    "Love Yourself" is a minimalist acoustic pop song by Justin Bieber, co-written with Ed Sheeran, that became a global hit for its understated production and pointed breakup lyrics.
  • E. Bieber
    Bieber is a small unincorporated rural community in northeastern California’s Lassen County.
  • 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: Justin Bieber – Justice (album)
Triple: [Josh Gudwin, notableWork, Justin Bieber – Justice (album)]
Generated description
Justin Bieber – Justice is a 2021 pop and R&B studio album by Justin Bieber that explores themes of love, redemption, and social consciousness and features hit singles like "Peaches" and "Holy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Justin Bieber – Justice (album)
Target entity description: Justin Bieber – Justice is a 2021 pop and R&B studio album by Justin Bieber that explores themes of love, redemption, and social consciousness and features hit singles like "Peaches" and "Holy."
  • A. Justin Bieber – Purpose (album)
    Justin Bieber’s "Purpose" is a 2015 pop and R&B album that marked his artistic reinvention and commercial resurgence with hits like "Sorry," "What Do You Mean?" and "Love Yourself."
  • B. Justin Bieber – Changes (album)
    "Justin Bieber – Changes" is the 2020 R&B-leaning studio album by Canadian pop singer Justin Bieber, featuring introspective themes and collaborations with artists like Quavo, Post Malone, and Kehlani.
  • C. Justin Bieber: Never Say Never (soundtrack)
    Justin Bieber: Never Say Never (soundtrack) is the companion album to his 2011 concert film, featuring pop and R&B tracks, remixes, and collaborations that highlight his early career and live performances.
  • D. Justin Bieber – Love Yourself (song)
    "Love Yourself" is a minimalist acoustic pop song by Justin Bieber, co-written with Ed Sheeran, that became a global hit for its understated production and pointed breakup lyrics.
  • E. Bieber
    Bieber is a small unincorporated rural community in northeastern California’s Lassen County.
  • 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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157fd753c819099707109e35540e1 completed April 16, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf20c5348190b42c2e01e8ef5ea8 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfcb9c448190bac3060eef239382 completed May 10, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69ffd94cf4fc81909eee76f74e79b3d1 completed May 10, 2026, 1:03 a.m.
Created at: April 10, 2026, 4:55 a.m.