Triple

T3275492
Position Surface form Disambiguated ID Type / Status
Subject Julia Michaels E68747 entity
Predicate notableWork P4 FINISHED
Object Issues
"Issues" is a 2017 pop ballad by American singer-songwriter Julia Michaels that became her breakout solo hit and earned widespread critical and commercial success.
 E344209 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: Issues | Statement: [Julia Michaels, notableWork, Issues]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Issues
Context triple: [Julia Michaels, notableWork, Issues]
  • A. Issues
    "Issues" is a pop song by British-Irish girl group The Saturdays that helped establish their early chart success.
  • B. IONS
    IONS is the stock ticker symbol for Ionis Pharmaceuticals, a biotechnology company specializing in RNA-targeted drug discovery and development.
  • C. Controversy
    "Controversy" is a 1981 studio album by Prince that blends funk, rock, and new wave while exploring themes of sexuality, politics, and identity.
  • D. Social Affairs
    Social Affairs is a Belgian federal ministerial portfolio responsible for social policy, welfare, and related public services.
  • E. Ins
    Ins is a small Swiss municipality located in the Seeland region of the canton of Bern, known for its agricultural landscape and proximity to the lakes of Biel, Neuchâtel, and Murten.
  • 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
Triple: [Julia Michaels, notableWork, Issues]
Generated description
"Issues" is a 2017 pop ballad by American singer-songwriter Julia Michaels that became her breakout solo hit and earned widespread critical and commercial success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Issues
Target entity description: "Issues" is a 2017 pop ballad by American singer-songwriter Julia Michaels that became her breakout solo hit and earned widespread critical and commercial success.
  • A. Issues
    "Issues" is a pop song by British-Irish girl group The Saturdays that helped establish their early chart success.
  • B. IONS
    IONS is the stock ticker symbol for Ionis Pharmaceuticals, a biotechnology company specializing in RNA-targeted drug discovery and development.
  • C. Controversy
    "Controversy" is a 1981 studio album by Prince that blends funk, rock, and new wave while exploring themes of sexuality, politics, and identity.
  • D. Social Affairs
    Social Affairs is a Belgian federal ministerial portfolio responsible for social policy, welfare, and related public services.
  • E. Ins
    Ins is a small Swiss municipality located in the Seeland region of the canton of Bern, known for its agricultural landscape and proximity to the lakes of Biel, Neuchâtel, and Murten.
  • 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_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.
Created at: March 8, 2026, 3:10 p.m.