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.