Triple

T19745178
Position Surface form Disambiguated ID Type / Status
Subject David Kershenbaum E474231 entity
Predicate producerOf P490 FINISHED
Object Joe Jackson – "Look Sharp!"
Joe Jackson’s "Look Sharp!" is a 1979 new wave and punk-influenced debut album noted for its sharp songwriting, energetic performances, and distinctive minimalist cover art.
 E1393174 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: Joe Jackson – "Look Sharp!" | Statement: [David Kershenbaum, producerOf, Joe Jackson – "Look Sharp!"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joe Jackson – "Look Sharp!"
Context triple: [David Kershenbaum, producerOf, Joe Jackson – "Look Sharp!"]
  • A. Steppin' Out: The Very Best of Joe Jackson
    Steppin' Out: The Very Best of Joe Jackson is a greatest hits compilation album showcasing the most popular and influential songs by English musician Joe Jackson.
  • B. Joe Jackson discography
    Joe Jackson discography is the complete collection of albums, singles, and other recordings released by the English musician and singer-songwriter Joe Jackson.
  • C. Joe Jackson
    Joe Jackson is an American musician and singer-songwriter best known for his eclectic new wave and pop-rock hits such as "Is She Really Going Out with Him?" and "Steppin' Out."
  • D. Joe Jackson
    Joe Jackson was an American talent manager best known as the patriarch of the Jackson family and for launching the careers of his children, including Michael and Janet Jackson.
  • E. Joe Jackson
    Joe Jackson, nicknamed "Shoeless Joe," was an early 20th-century Major League Baseball outfielder renowned for his exceptional hitting ability and enduring association with the 1919 Black Sox scandal.
  • 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: Joe Jackson – "Look Sharp!"
Triple: [David Kershenbaum, producerOf, Joe Jackson – "Look Sharp!"]
Generated description
Joe Jackson’s "Look Sharp!" is a 1979 new wave and punk-influenced debut album noted for its sharp songwriting, energetic performances, and distinctive minimalist cover art.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joe Jackson – "Look Sharp!"
Target entity description: Joe Jackson’s "Look Sharp!" is a 1979 new wave and punk-influenced debut album noted for its sharp songwriting, energetic performances, and distinctive minimalist cover art.
  • A. Steppin' Out: The Very Best of Joe Jackson
    Steppin' Out: The Very Best of Joe Jackson is a greatest hits compilation album showcasing the most popular and influential songs by English musician Joe Jackson.
  • B. Joe Jackson discography
    Joe Jackson discography is the complete collection of albums, singles, and other recordings released by the English musician and singer-songwriter Joe Jackson.
  • C. Joe Jackson
    Joe Jackson is an American musician and singer-songwriter best known for his eclectic new wave and pop-rock hits such as "Is She Really Going Out with Him?" and "Steppin' Out."
  • D. Joe Jackson
    Joe Jackson was an American talent manager best known as the patriarch of the Jackson family and for launching the careers of his children, including Michael and Janet Jackson.
  • E. Joe Jackson
    Joe Jackson, nicknamed "Shoeless Joe," was an early 20th-century Major League Baseball outfielder renowned for his exceptional hitting ability and enduring association with the 1919 Black Sox scandal.
  • 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_69d8e51940a0819087bd2996f98da668 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6529387ac819094e4d66d630e8b98 completed April 20, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b501e7348190bf2b14c98cd7cdb0 completed May 16, 2026, 12:06 a.m.
NEDg Description generation batch_6a07b60822688190b840b21173c45054 completed May 16, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_6a07b6c9fc8c8190825953f50935833e completed May 16, 2026, 12:14 a.m.
Created at: April 10, 2026, 1:47 p.m.