Triple
T5159927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chicken-n-Beer |
E116410
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Craig Love
Craig Love is a music producer best known for his work on Ludacris’s hip-hop album "Chicken-n-Beer."
|
E497260
|
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: Craig Love | Statement: [Chicken-n-Beer, producer, Craig Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Craig Love Context triple: [Chicken-n-Beer, producer, Craig Love]
-
A.
Wayne Newman
Wayne Newman is an individual notable enough to be recognized as a bearer of the surname Newman, though specific widely known achievements or roles are not clearly documented.
-
B.
Michael Penn
Michael Penn is an American singer-songwriter and composer known for his work on film scores and his 1989 hit single "No Myth."
-
C.
Keith Self
Keith Self is an American Republican politician and former Collin County judge who serves as the U.S. Representative for Texas's 3rd congressional district.
-
D.
Scott Litt
Scott Litt is an American record producer and engineer best known for his influential work with alternative rock bands such as R.E.M. and Nirvana.
-
E.
Clay Easton
Clay Easton is the disaffected, wealthy young protagonist of Bret Easton Ellis’s novel "Less Than Zero," whose detached perspective captures the moral emptiness of 1980s Los Angeles youth culture.
- 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: Craig Love Triple: [Chicken-n-Beer, producer, Craig Love]
Generated description
Craig Love is a music producer best known for his work on Ludacris’s hip-hop album "Chicken-n-Beer."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Craig Love Target entity description: Craig Love is a music producer best known for his work on Ludacris’s hip-hop album "Chicken-n-Beer."
-
A.
Wayne Newman
Wayne Newman is an individual notable enough to be recognized as a bearer of the surname Newman, though specific widely known achievements or roles are not clearly documented.
-
B.
Michael Penn
Michael Penn is an American singer-songwriter and composer known for his work on film scores and his 1989 hit single "No Myth."
-
C.
Keith Self
Keith Self is an American Republican politician and former Collin County judge who serves as the U.S. Representative for Texas's 3rd congressional district.
-
D.
Scott Litt
Scott Litt is an American record producer and engineer best known for his influential work with alternative rock bands such as R.E.M. and Nirvana.
-
E.
Clay Easton
Clay Easton is the disaffected, wealthy young protagonist of Bret Easton Ellis’s novel "Less Than Zero," whose detached perspective captures the moral emptiness of 1980s Los Angeles youth culture.
- 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_69bd445edb3881909b93b34d260717fc |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd790613bc819084765cd4ea648dc9 |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed01ce48081908813348b762bf1b0 |
completed | March 21, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69bed08b4acc819096e7fd2fd9dbc73a |
completed | March 21, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed103a1088190abca6e7d1fbd9c2b |
completed | March 21, 2026, 5:10 p.m. |
Created at: March 20, 2026, 1:44 p.m.