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.