Triple

T13600975
Position Surface form Disambiguated ID Type / Status
Subject Matangi E324938 entity
Predicate producer P490 FINISHED
Object Aston Matthews
Aston Matthews is an American rapper known for his gritty West Coast sound and collaborations within the underground hip-hop scene.
 E1048860 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: Aston Matthews | Statement: [Matangi, producer, Aston Matthews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aston Matthews
Context triple: [Matangi, producer, Aston Matthews]
  • A. Sean Mathias
    Sean Mathias is a Welsh theatre and film director, writer, and actor known for his acclaimed stage productions in London and on Broadway.
  • B. Chris Owen
    Chris Owen is an American character actor best known for his roles in films like the American Pie series and various teen comedies of the late 1990s and early 2000s.
  • C. Tyler Bates
    Tyler Bates is an American composer best known for his dynamic film and television scores, including work on action franchises like John Wick and superhero films such as Guardians of the Galaxy.
  • D. Ryan Heffington
    Ryan Heffington is an acclaimed American choreographer and director known for his distinctive, emotionally charged work in music videos, film, and television.
  • E. Michael Cahill
    Michael Cahill is a name shared by several notable individuals, including professionals in fields such as law, sports, and filmmaking.
  • 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: Aston Matthews
Triple: [Matangi, producer, Aston Matthews]
Generated description
Aston Matthews is an American rapper known for his gritty West Coast sound and collaborations within the underground hip-hop scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aston Matthews
Target entity description: Aston Matthews is an American rapper known for his gritty West Coast sound and collaborations within the underground hip-hop scene.
  • A. Sean Mathias
    Sean Mathias is a Welsh theatre and film director, writer, and actor known for his acclaimed stage productions in London and on Broadway.
  • B. Chris Owen
    Chris Owen is an American character actor best known for his roles in films like the American Pie series and various teen comedies of the late 1990s and early 2000s.
  • C. Tyler Bates
    Tyler Bates is an American composer best known for his dynamic film and television scores, including work on action franchises like John Wick and superhero films such as Guardians of the Galaxy.
  • D. Ryan Heffington
    Ryan Heffington is an acclaimed American choreographer and director known for his distinctive, emotionally charged work in music videos, film, and television.
  • E. Michael Cahill
    Michael Cahill is a name shared by several notable individuals, including professionals in fields such as law, sports, and filmmaking.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb07ad3f48190a2173e42c5cfedb1 completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bcc1ed88190bbf6c83001703b84 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f776449724819096d5363184839e66 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f778f01700819099c3e9cbc84f29e4 completed May 3, 2026, 4:33 p.m.
Created at: April 9, 2026, 9:49 p.m.