Triple

T5269788
Position Surface form Disambiguated ID Type / Status
Subject Butch Walker E119228 entity
Predicate birthName P65 FINISHED
Object Bradley Glenn Walker
Bradley Glenn Walker is an American singer-songwriter, musician, and record producer better known by his stage name Butch Walker.
 E507567 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: Bradley Glenn Walker | Statement: [Butch Walker, birthName, Bradley Glenn Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bradley Glenn Walker
Context triple: [Butch Walker, birthName, Bradley Glenn Walker]
  • A. Joe Walker
    Joe Walker was a pioneering American test pilot and astronaut known for setting altitude and speed records in experimental aircraft, including flights that reached the edge of space.
  • B. Joe Walker
    Joe Walker is a British film editor acclaimed for his work on major films such as "Sicario," "Arrival," and "Dune."
  • C. James Campbell Walker
    James Campbell Walker was a 19th-century Scottish architect known for designing notable public buildings, including several Carnegie libraries.
  • D. Roger Bresnahan
    Roger Bresnahan was an innovative early 20th-century Major League Baseball catcher and Hall of Famer, known for pioneering the use of protective equipment such as shin guards.
  • E. Roy Walker
    Roy Walker is the injured Hollywood stuntman whose fantastical storytelling to a young girl drives the narrative of the 2006 film "The Fall."
  • 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: Bradley Glenn Walker
Triple: [Butch Walker, birthName, Bradley Glenn Walker]
Generated description
Bradley Glenn Walker is an American singer-songwriter, musician, and record producer better known by his stage name Butch Walker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bradley Glenn Walker
Target entity description: Bradley Glenn Walker is an American singer-songwriter, musician, and record producer better known by his stage name Butch Walker.
  • A. Joe Walker
    Joe Walker was a pioneering American test pilot and astronaut known for setting altitude and speed records in experimental aircraft, including flights that reached the edge of space.
  • B. Joe Walker
    Joe Walker is a British film editor acclaimed for his work on major films such as "Sicario," "Arrival," and "Dune."
  • C. James Campbell Walker
    James Campbell Walker was a 19th-century Scottish architect known for designing notable public buildings, including several Carnegie libraries.
  • D. Roger Bresnahan
    Roger Bresnahan was an innovative early 20th-century Major League Baseball catcher and Hall of Famer, known for pioneering the use of protective equipment such as shin guards.
  • E. Roy Walker
    Roy Walker is the injured Hollywood stuntman whose fantastical storytelling to a young girl drives the narrative of the 2006 film "The Fall."
  • 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_69bd446c38e081908cdaf113bdf86790 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7bff37cc819095423cf914086c1b completed March 20, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe9542488190b715bc4bd800cb02 completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff3029dc8190b4dc5e207a2bfa03 completed March 21, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69befffc0e388190a02624d4f466a2a9 completed March 21, 2026, 8:30 p.m.
Created at: March 20, 2026, 1:51 p.m.