Triple

T1970230
Position Surface form Disambiguated ID Type / Status
Subject Pharrell Williams E42780 entity
Predicate notableWork P4 FINISHED
Object Single "Frontin'" (2003)
"Frontin'" is a 2003 R&B/hip-hop single by Pharrell Williams featuring Jay-Z that became one of Pharrell's breakout hits as a solo artist.
E219443 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: Single "Frontin'" (2003) | Statement: [Pharrell Williams, notableWork, Single "Frontin'" (2003)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Single "Frontin'" (2003)
Context triple: [Pharrell Williams, notableWork, Single "Frontin'" (2003)]
  • A. "One by One" (album)
    "One by One" is a New Age music album by American composer and pianist Peter Buffett, showcasing his melodic, atmospheric style.
  • B. "The Goat Rodeo Sessions" album
    "The Goat Rodeo Sessions" is a genre-blending collaborative album featuring Yo-Yo Ma and other virtuoso musicians, combining classical, bluegrass, and folk influences.
  • C. solo album "Outer South"
    "Outer South" is a 2009 solo album by singer-songwriter Conor Oberst that blends indie rock and alt-country influences and features contributions from his touring band, the Mystic Valley Band.
  • D. The Firm: The Album
    The Firm: The Album is a 1997 collaborative hip-hop record by the supergroup The Firm, featuring Foxy Brown, Nas, AZ, and Nature, known for its mafioso rap themes and Dr. Dre–helmed production.
  • E. The Longshot EP
    The Longshot EP is the debut extended play by Billie Joe Armstrong's side project band The Longshot, showcasing their punk-influenced rock sound.
  • 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: Single "Frontin'" (2003)
Triple: [Pharrell Williams, notableWork, Single "Frontin'" (2003)]
Generated description
"Frontin'" is a 2003 R&B/hip-hop single by Pharrell Williams featuring Jay-Z that became one of Pharrell's breakout hits as a solo artist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Single "Frontin'" (2003)
Target entity description: "Frontin'" is a 2003 R&B/hip-hop single by Pharrell Williams featuring Jay-Z that became one of Pharrell's breakout hits as a solo artist.
  • A. "One by One" (album)
    "One by One" is a New Age music album by American composer and pianist Peter Buffett, showcasing his melodic, atmospheric style.
  • B. "The Goat Rodeo Sessions" album
    "The Goat Rodeo Sessions" is a genre-blending collaborative album featuring Yo-Yo Ma and other virtuoso musicians, combining classical, bluegrass, and folk influences.
  • C. solo album "Outer South"
    "Outer South" is a 2009 solo album by singer-songwriter Conor Oberst that blends indie rock and alt-country influences and features contributions from his touring band, the Mystic Valley Band.
  • D. The Firm: The Album
    The Firm: The Album is a 1997 collaborative hip-hop record by the supergroup The Firm, featuring Foxy Brown, Nas, AZ, and Nature, known for its mafioso rap themes and Dr. Dre–helmed production.
  • E. The Longshot EP
    The Longshot EP is the debut extended play by Billie Joe Armstrong's side project band The Longshot, showcasing their punk-influenced rock sound.
  • 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_69a88711151c8190940b2572095059d7 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3d17274819084cd352a3d2a8151 completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbd9a2dc81909f86fdfa9c646dd0 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6e40f081909682afd84f4e9338 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd9fa4cc81909734a147626da4d1 completed March 8, 2026, 10:52 p.m.
Created at: March 4, 2026, 7:36 p.m.