Triple

T17166516
Position Surface form Disambiguated ID Type / Status
Subject Korn E416625 entity
Predicate notableWork P4 FINISHED
Object Issues
Issues is the fourth studio album by American nu metal band Korn, known for its dark themes, heavy sound, and commercial success at the turn of the millennium.
 E1254191 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: [Korn, notableWork, Issues]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Issues
Context triple: [Korn, notableWork, Issues]
  • A. 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.
  • B. Issues
    "Issues" is a pop song by British-Irish girl group The Saturdays that helped establish their early chart success.
  • C. IONS
    IONS is the stock ticker symbol for Ionis Pharmaceuticals, a biotechnology company specializing in RNA-targeted drug discovery and development.
  • D. Controversy
    "Controversy" is a 1981 studio album by Prince that blends funk, rock, and new wave while exploring themes of sexuality, politics, and identity.
  • E. Issues and Answers
    Issues and Answers was an American television public affairs program that aired on ABC, featuring interviews and discussions on current political and social issues.
  • 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: [Korn, notableWork, Issues]
Generated description
Issues is the fourth studio album by American nu metal band Korn, known for its dark themes, heavy sound, and commercial success at the turn of the millennium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Issues
Target entity description: Issues is the fourth studio album by American nu metal band Korn, known for its dark themes, heavy sound, and commercial success at the turn of the millennium.
  • A. Issues
    "Issues" is a pop song by British-Irish girl group The Saturdays that helped establish their early chart success.
  • B. 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.
  • C. IONS
    IONS is the stock ticker symbol for Ionis Pharmaceuticals, a biotechnology company specializing in RNA-targeted drug discovery and development.
  • D. Controversy
    "Controversy" is a 1981 studio album by Prince that blends funk, rock, and new wave while exploring themes of sexuality, politics, and identity.
  • E. Issues and Answers
    Issues and Answers was an American television public affairs program that aired on ABC, featuring interviews and discussions on current political and social issues.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f915622c8190a6dff0baf0288a62 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01483b827081909619ea691c4c0e1e completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014a2f8fec8190b1303967a76ceb63 completed May 11, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_6a014ab0be388190a6ce49cff469fe81 completed May 11, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:37 a.m.