Triple

T3275512
Position Surface form Disambiguated ID Type / Status
Subject Julia Michaels E68747 entity
Predicate releaseOfWork P47054 FINISHED
Object Issues (2017)
"Issues" (2017) is a breakout pop single by American singer-songwriter Julia Michaels that gained widespread acclaim for its raw, confessional lyrics and minimalist production.
E344215 NE FINISHED

How this triple was built (5 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: Issues (2017) | Statement: [Julia Michaels, releaseOfWork, Issues (2017)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Issues (2017)
Context triple: [Julia Michaels, releaseOfWork, Issues (2017)]
  • A. NEXT Issue
    NEXT Issue is a special annual edition of ESPN The Magazine that highlights emerging athletes, teams, and trends expected to shape the future of sports.
  • B. A Current Affair
    A Current Affair is a long-running Australian television current affairs program known for its tabloid-style coverage of news, human-interest stories, and consumer issues.
  • C. Dissent magazine
    Dissent magazine is a long-running American left-wing intellectual and political quarterly known for its democratic socialist perspective and rigorous social criticism.
  • D. Trouble of the World
    "Trouble of the World" is a renowned gospel song powerfully interpreted and popularized by legendary singer Mahalia Jackson.
  • E. Furious Seasons
    Furious Seasons is a collection of short stories by American writer Raymond Carver that showcases his early minimalist style and themes of ordinary lives under quiet strain.
  • 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: Issues (2017)
Triple: [Julia Michaels, releaseOfWork, Issues (2017)]
Generated description
"Issues" (2017) is a breakout pop single by American singer-songwriter Julia Michaels that gained widespread acclaim for its raw, confessional lyrics and minimalist production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Issues (2017)
Target entity description: "Issues" (2017) is a breakout pop single by American singer-songwriter Julia Michaels that gained widespread acclaim for its raw, confessional lyrics and minimalist production.
  • A. NEXT Issue
    NEXT Issue is a special annual edition of ESPN The Magazine that highlights emerging athletes, teams, and trends expected to shape the future of sports.
  • B. A Current Affair
    A Current Affair is a long-running Australian television current affairs program known for its tabloid-style coverage of news, human-interest stories, and consumer issues.
  • C. Dissent magazine
    Dissent magazine is a long-running American left-wing intellectual and political quarterly known for its democratic socialist perspective and rigorous social criticism.
  • D. Trouble of the World
    "Trouble of the World" is a renowned gospel song powerfully interpreted and popularized by legendary singer Mahalia Jackson.
  • E. Furious Seasons
    Furious Seasons is a collection of short stories by American writer Raymond Carver that showcases his early minimalist style and themes of ordinary lives under quiet strain.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: releaseOfWork
Context triple: [Julia Michaels, releaseOfWork, Issues (2017)]
  • A. releaseOf
    Indicates the act or event of something being set free, made available, or discharged from a prior state of containment, control, or restriction.
  • B. releaseForm
    Indicates that one entity formally authorizes the release or disclosure of information, rights, or responsibilities to another entity through a consent or waiver document.
  • C. releaseContext
    Indicates ending or relinquishing a previously established context or state associated with an interaction or process.
  • D. releasedFor
    Indicates that something has been made available or authorized for public use, distribution, or access.
  • E. leasedFrom
    Indicates that one entity is renting or leasing something from another entity, which acts as the owner or lessor.
  • F. None of above. chosen

Provenance (7 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_69ad859b54f881909bf530d549caf2fd completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0110f1c8190ae60708b686cbbf9 completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e8462a0c8190aba2330da6c49ecf completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e9448fa881909001b6c39333359f completed March 12, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69b2e9a10e2c8190ba67635ae2425470 completed March 12, 2026, 4:28 p.m.
PD Predicate disambiguation batch_69ada420167c81909b6e2702db296d9e completed March 8, 2026, 4:30 p.m.
PDg Predicate description generation batch_69ada525bb2c8190b773efe6d696b6ab completed March 8, 2026, 4:34 p.m.
Created at: March 8, 2026, 3:10 p.m.