Triple
T2258378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | J. Cole |
E49779
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
Work Out
"Work Out" is a 2011 hip-hop single by American rapper J. Cole that became his breakout mainstream hit and helped launch his commercial career.
|
E250231
|
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: Work Out | Statement: [J. Cole, notableSong, Work Out]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Work Out Context triple: [J. Cole, notableSong, Work Out]
-
A.
Work It Out
"Work It Out" is Beyoncé's funk-influenced debut solo single, released as part of the soundtrack for the film "Austin Powers in Goldmember."
-
B.
Work It
"Work It" is a 2002 hip hop single by Missy Elliott known for its innovative production, reversed vocals, and iconic status in early-2000s pop culture.
-
C.
Workin Me
"Workin Me" is a solo hip-hop single by American rapper Quavo, known for its melodic trap production and introspective lyrics about hustle and relationships.
-
D.
Work on It
"Work on It" is a musical track, likely a song title, referenced as part of a larger recording or album.
-
E.
Hustle Harder
"Hustle Harder" is a hip-hop track by Common from his album "Nobody's Smiling," reflecting themes of perseverance and street struggle.
- 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: Work Out Triple: [J. Cole, notableSong, Work Out]
Generated description
"Work Out" is a 2011 hip-hop single by American rapper J. Cole that became his breakout mainstream hit and helped launch his commercial career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Work Out Target entity description: "Work Out" is a 2011 hip-hop single by American rapper J. Cole that became his breakout mainstream hit and helped launch his commercial career.
-
A.
Work It Out
"Work It Out" is Beyoncé's funk-influenced debut solo single, released as part of the soundtrack for the film "Austin Powers in Goldmember."
-
B.
Work It
"Work It" is a 2002 hip hop single by Missy Elliott known for its innovative production, reversed vocals, and iconic status in early-2000s pop culture.
-
C.
Workin Me
"Workin Me" is a solo hip-hop single by American rapper Quavo, known for its melodic trap production and introspective lyrics about hustle and relationships.
-
D.
Work on It
"Work on It" is a musical track, likely a song title, referenced as part of a larger recording or album.
-
E.
Hustle Harder
"Hustle Harder" is a hip-hop track by Common from his album "Nobody's Smiling," reflecting themes of perseverance and street struggle.
- 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc15839fc8190b17e040c4c765a8c |
completed | March 7, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71c8c9b881909b5292110a87301a |
completed | March 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69ae7358834c8190a61f6d46dddc7b4c |
completed | March 9, 2026, 7:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae73f1745881908a1015124afa0f7f |
completed | March 9, 2026, 7:17 a.m. |
Created at: March 4, 2026, 7:48 p.m.