Triple

T2289668
Position Surface form Disambiguated ID Type / Status
Subject Liberation E51472 entity
Predicate producer P490 FINISHED
Object Ricky Reed
Ricky Reed is an American Grammy-winning record producer, songwriter, and musician known for his work with artists like Lizzo, Jason Derulo, and Twenty One Pilots.
 E252746 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: Ricky Reed | Statement: [Liberation, producer, Ricky Reed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ricky Reed
Context triple: [Liberation, producer, Ricky Reed]
  • A. Richie Keen
    Richie Keen is an American film and television director and actor best known for directing the comedy film "Fist Fight" and for his work on various TV comedies.
  • B. Ricky Hunley
    Ricky Hunley is a former American football linebacker and coach best known as a College Football Hall of Famer and standout player at the University of Arizona who went on to play in the NFL.
  • C. Jerry Crutchfield
    Jerry Crutchfield was an American country music songwriter and producer known for his work with major artists and numerous hit songs across several decades.
  • D. Randy Woods
    Randy Woods is a former American basketball player best known as a standout guard at La Salle University who went on to play in the NBA.
  • E. Bobby Reed
    Bobby Reed was the husband of actress and vaudeville performer June Havoc.
  • 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: Ricky Reed
Triple: [Liberation, producer, Ricky Reed]
Generated description
Ricky Reed is an American Grammy-winning record producer, songwriter, and musician known for his work with artists like Lizzo, Jason Derulo, and Twenty One Pilots.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ricky Reed
Target entity description: Ricky Reed is an American Grammy-winning record producer, songwriter, and musician known for his work with artists like Lizzo, Jason Derulo, and Twenty One Pilots.
  • A. Richie Keen
    Richie Keen is an American film and television director and actor best known for directing the comedy film "Fist Fight" and for his work on various TV comedies.
  • B. Ricky Hunley
    Ricky Hunley is a former American football linebacker and coach best known as a College Football Hall of Famer and standout player at the University of Arizona who went on to play in the NFL.
  • C. Jerry Crutchfield
    Jerry Crutchfield was an American country music songwriter and producer known for his work with major artists and numerous hit songs across several decades.
  • D. Randy Woods
    Randy Woods is a former American basketball player best known as a standout guard at La Salle University who went on to play in the NBA.
  • E. Bobby Reed
    Bobby Reed was the husband of actress and vaudeville performer June Havoc.
  • 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc273b67c8190bcd96f9a484647ef completed March 7, 2026, 6:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f1e84ac819096cb62ce5e94d865 completed March 9, 2026, 8:04 a.m.
NEDg Description generation batch_69ae7fee12ac8190bb9924f7467434a6 completed March 9, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69ae8061cd348190b0b0b65dcf730f99 completed March 9, 2026, 8:10 a.m.
Created at: March 4, 2026, 7:48 p.m.