Triple

T10201278
Position Surface form Disambiguated ID Type / Status
Subject Beecake E238886 entity
Predicate hasMember P10 FINISHED
Object Billy Johnston
Billy Johnston is a musician best known as a member of the Scottish alternative rock band Beecake.
 E849611 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: Billy Johnston | Statement: [Beecake, hasMember, Billy Johnston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billy Johnston
Context triple: [Beecake, hasMember, Billy Johnston]
  • A. Harry Johnston
    Harry Johnston was a British explorer, colonial administrator, and naturalist known for his work in central Africa and for bringing the okapi to the attention of Western science.
  • B. Harry Johnston
    Harry Johnston was an English footballer best known as a long-serving Blackpool defender and club captain, regarded as one of the finest centre-halves of his era.
  • C. Joel Johnstone
    Joel Johnstone is an American actor known for his work in television comedies and dramas, including notable roles on series such as Getting On and The Marvelous Mrs. Maisel.
  • D. James Johnstone
    James Johnstone was a British newspaper proprietor best known for establishing the London daily newspaper that became the Evening Standard.
  • E. Alan Johnston
    Alan Johnston is a telecommunications engineer and VoIP security expert known for his contributions to secure real-time communication protocols such as ZRTP.
  • 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: Billy Johnston
Triple: [Beecake, hasMember, Billy Johnston]
Generated description
Billy Johnston is a musician best known as a member of the Scottish alternative rock band Beecake.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billy Johnston
Target entity description: Billy Johnston is a musician best known as a member of the Scottish alternative rock band Beecake.
  • A. Harry Johnston
    Harry Johnston was a British explorer, colonial administrator, and naturalist known for his work in central Africa and for bringing the okapi to the attention of Western science.
  • B. Harry Johnston
    Harry Johnston was an English footballer best known as a long-serving Blackpool defender and club captain, regarded as one of the finest centre-halves of his era.
  • C. Joel Johnstone
    Joel Johnstone is an American actor known for his work in television comedies and dramas, including notable roles on series such as Getting On and The Marvelous Mrs. Maisel.
  • D. James Johnstone
    James Johnstone was a British newspaper proprietor best known for establishing the London daily newspaper that became the Evening Standard.
  • E. Alan Johnston
    Alan Johnston is a telecommunications engineer and VoIP security expert known for his contributions to secure real-time communication protocols such as ZRTP.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee40cb7481908a1bf4d5636eb8ef completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d652a5fa6c8190ac153678f979cb74 completed April 8, 2026, 1:05 p.m.
NEDg Description generation batch_69d656c057348190823ae5f1ecc33b61 completed April 8, 2026, 1:23 p.m.
NED2 Entity disambiguation (via description) batch_69d6575318a08190b4591b57f2595d51 completed April 8, 2026, 1:25 p.m.
Created at: March 30, 2026, 9:14 p.m.