Triple

T5628507
Position Surface form Disambiguated ID Type / Status
Subject Talk Is Cheap E147777 entity
Predicate featuresMusician P20942 FINISHED
Object Charley Drayton
Charley Drayton is an American drummer and multi-instrumentalist known for his versatile session work with prominent rock and pop artists.
E534110 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: Charley Drayton | Statement: [Talk Is Cheap, featuresMusician, Charley Drayton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charley Drayton
Context triple: [Talk Is Cheap, featuresMusician, Charley Drayton]
  • A. Charley Waite
    Charley Waite is the stoic, principled former gunslinger and cattleman portrayed by Kevin Costner in the Western film "Open Range."
  • B. Charley Dietz
    Charley Dietz is a quirky, womanizing neighbor and close friend of the main family on the sitcom "Empty Nest," known for his comedic antics and laid-back charm.
  • C. Charley Malloy
    Charley Malloy is a pivotal supporting character in the classic film "On the Waterfront," known as the conflicted brother of protagonist Terry Malloy who is entangled in corrupt union dealings.
  • D. Charley St. James
    Charley St. James is a fictional character from the American prime-time soap opera "Falcon Crest," which centers on the intrigues and power struggles surrounding a California wine dynasty.
  • E. Charley Pell
    Charley Pell was an American college football coach best known for revitalizing the University of Florida’s football program in the late 1970s and early 1980s before his tenure ended amid major NCAA rules violations.
  • 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: Charley Drayton
Triple: [Talk Is Cheap, featuresMusician, Charley Drayton]
Generated description
Charley Drayton is an American drummer and multi-instrumentalist known for his versatile session work with prominent rock and pop artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charley Drayton
Target entity description: Charley Drayton is an American drummer and multi-instrumentalist known for his versatile session work with prominent rock and pop artists.
  • A. Charley Waite
    Charley Waite is the stoic, principled former gunslinger and cattleman portrayed by Kevin Costner in the Western film "Open Range."
  • B. Charley Dietz
    Charley Dietz is a quirky, womanizing neighbor and close friend of the main family on the sitcom "Empty Nest," known for his comedic antics and laid-back charm.
  • C. Charley Malloy
    Charley Malloy is a pivotal supporting character in the classic film "On the Waterfront," known as the conflicted brother of protagonist Terry Malloy who is entangled in corrupt union dealings.
  • D. Charley St. James
    Charley St. James is a fictional character from the American prime-time soap opera "Falcon Crest," which centers on the intrigues and power struggles surrounding a California wine dynasty.
  • E. Charley Pell
    Charley Pell was an American college football coach best known for revitalizing the University of Florida’s football program in the late 1970s and early 1980s before his tenure ended amid major NCAA rules violations.
  • 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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0223b1e54819099fe5fc84ed17a88 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02882babc819093c987c745615865 completed March 22, 2026, 5:36 p.m.
NEDg Description generation batch_69c03f8c1a3081908f9d03a6c51d69f0 completed March 22, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69c0404f0a3081908850794f9a5cea40 completed March 22, 2026, 7:17 p.m.
Created at: March 22, 2026, 3:40 p.m.