Triple

T20863807
Position Surface form Disambiguated ID Type / Status
Subject Julian Mendelsohn E513693 entity
Predicate workedWith P398 FINISHED
Object The Associates
The Associates were a Scottish post-punk and new wave band best known for their dramatic sound and the distinctive vocals of frontman Billy Mackenzie.
E1454343 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: The Associates | Statement: [Julian Mendelsohn, workedWith, The Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Associates
Context triple: [Julian Mendelsohn, workedWith, The Associates]
  • A. The Associates
    The Associates were a powerful group of 19th-century American railroad magnates who dominated the development and control of the Central Pacific and Southern Pacific railroads.
  • B. The Associates
    The Associates is a creative work for which Roxanne Lee is best known, likely a film, television series, or literary piece showcasing her talents.
  • C. Michael Wilford and Partners
    Michael Wilford and Partners was an architectural practice founded by British architect Michael Wilford, known for its postmodern and contemporary building designs.
  • D. The Outsyders
    The Outsyders are a music production team best known for crafting pop and R&B tracks for major artists in the late 2000s.
  • E. Hunters & Collectors
    Hunters & Collectors is an Australian rock band best known for its anthemic pub-rock sound and influential presence in the 1980s and 1990s music scene.
  • 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: The Associates
Triple: [Julian Mendelsohn, workedWith, The Associates]
Generated description
The Associates were a Scottish post-punk and new wave band best known for their dramatic sound and the distinctive vocals of frontman Billy Mackenzie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Associates
Target entity description: The Associates were a Scottish post-punk and new wave band best known for their dramatic sound and the distinctive vocals of frontman Billy Mackenzie.
  • A. The Associates
    The Associates were a powerful group of 19th-century American railroad magnates who dominated the development and control of the Central Pacific and Southern Pacific railroads.
  • B. The Associates
    The Associates is a creative work for which Roxanne Lee is best known, likely a film, television series, or literary piece showcasing her talents.
  • C. Michael Wilford and Partners
    Michael Wilford and Partners was an architectural practice founded by British architect Michael Wilford, known for its postmodern and contemporary building designs.
  • D. The Outsyders
    The Outsyders are a music production team best known for crafting pop and R&B tracks for major artists in the late 2000s.
  • E. Hunters & Collectors
    Hunters & Collectors is an Australian rock band best known for its anthemic pub-rock sound and influential presence in the 1980s and 1990s music scene.
  • 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c45e51f08190ac1ff59280ad741b completed April 21, 2026, 12:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b112eac8190b523c64bbb6586d1 completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090c40b6748190a24e30f9588ecfe7 completed May 17, 2026, 12:30 a.m.
NED2 Entity disambiguation (via description) batch_6a090d1a8b288190bf1b5bc074f7d9cf completed May 17, 2026, 12:34 a.m.
Created at: April 16, 2026, 12:44 p.m.