Triple

T23247963
Position Surface form Disambiguated ID Type / Status
Subject The Walker Brothers E581636 entity
Predicate hasMember P10 FINISHED
Object John Walker
John Walker was an American-born singer and guitarist best known as a founding member and frontman of the 1960s pop group The Walker Brothers.
E1576315 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: John Walker | Statement: [The Walker Brothers, hasMember, John Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Walker
Context triple: [The Walker Brothers, hasMember, John Walker]
  • A. John Walker
    John Walker is one of the Birmingham Six, a group of men whose wrongful convictions for the 1974 Birmingham pub bombings became a landmark miscarriage-of-justice case in the UK.
  • B. John Walker
    John Walker is a Marvel Comics and Marvel Cinematic Universe character who temporarily assumes the mantle of Captain America before becoming the anti-hero U.S. Agent.
  • C. John Walker
    John Walker was a key figure in the late 18th-century British exploration movement, known for helping to establish organizations that promoted the exploration and study of Africa.
  • D. John Walker
    John Walker was an early American politician who briefly served as president pro tempore of the United States Senate during the First Congress.
  • E. John Walker
    John Walker is an American film producer best known for his work on Pixar animated features, including "The Incredibles."
  • 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: John Walker
Triple: [The Walker Brothers, hasMember, John Walker]
Generated description
John Walker was an American-born singer and guitarist best known as a founding member and frontman of the 1960s pop group The Walker Brothers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Walker
Target entity description: John Walker was an American-born singer and guitarist best known as a founding member and frontman of the 1960s pop group The Walker Brothers.
  • A. John Walker
    John Walker is one of the Birmingham Six, a group of men whose wrongful convictions for the 1974 Birmingham pub bombings became a landmark miscarriage-of-justice case in the UK.
  • B. John Walker
    John Walker is the responsible and adventurous eldest Walker child who captains the Swallow in Arthur Ransome’s classic children’s adventure series "Swallows and Amazons."
  • C. John Walker
    John Walker is a legendary New Zealand middle-distance runner best known for winning the 1500 metres gold medal at the 1976 Montreal Olympics and being the first person to run the mile in under 3 minutes 50 seconds.
  • D. John Walker
    John Walker was a key figure in the late 18th-century British exploration movement, known for helping to establish organizations that promoted the exploration and study of Africa.
  • E. John Walker
    John Walker was an early American politician who briefly served as president pro tempore of the United States Senate during the First Congress.
  • 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_69e24606b17c81908aba1a4911c8a8ba completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f193f3a67c81908ed18480e1cccc29 completed April 29, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f65f9bc8190baf45796ffb12408 completed May 19, 2026, 10:45 a.m.
NEDg Description generation batch_6a0c4008c4a881908ad49e733b549036 completed May 19, 2026, 10:48 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40bece448190bb9fd1a3058a1f06 completed May 19, 2026, 10:51 a.m.
Created at: April 17, 2026, 4:10 p.m.