Triple

T16526828
Position Surface form Disambiguated ID Type / Status
Subject Lo-Fidelity Allstars E401461 entity
Predicate member P10 FINISHED
Object Johnny Machin
Johnny Machin is a musician best known as a member of the British electronic music group Lo-Fidelity Allstars, associated with the big beat and alternative dance scenes.
E1218047 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: Johnny Machin | Statement: [Lo-Fidelity Allstars, member, Johnny Machin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnny Machin
Context triple: [Lo-Fidelity Allstars, member, Johnny Machin]
  • A. Eddie Machen
    Eddie Machen was an American heavyweight boxer of the 1950s and 1960s known as a top contender who fought many of the era’s leading fighters.
  • B. Johnny Worricker
    Johnny Worricker is a seasoned, quietly principled MI5 intelligence officer whose moral dilemmas drive the British political thriller film "Page Eight."
  • C. Jimmy Wakely
    Jimmy Wakely was an American country singer, songwriter, and film actor known as one of the most popular singing cowboys of the 1940s and 1950s.
  • D. Eddie Laughton
    Eddie Laughton was a British-born American character actor best known for his supporting roles in numerous Columbia Pictures comedies, including several Three Stooges shorts, during the 1930s and 1940s.
  • E. Joe Harman
    Joe Harman is a central fictional character in Nevil Shute’s novel "A Town Like Alice," known for his resilience, quiet heroism, and romantic relationship with the protagonist Jean Paget.
  • 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: Johnny Machin
Triple: [Lo-Fidelity Allstars, member, Johnny Machin]
Generated description
Johnny Machin is a musician best known as a member of the British electronic music group Lo-Fidelity Allstars, associated with the big beat and alternative dance scenes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnny Machin
Target entity description: Johnny Machin is a musician best known as a member of the British electronic music group Lo-Fidelity Allstars, associated with the big beat and alternative dance scenes.
  • A. Eddie Machen
    Eddie Machen was an American heavyweight boxer of the 1950s and 1960s known as a top contender who fought many of the era’s leading fighters.
  • B. Johnny Worricker
    Johnny Worricker is a seasoned, quietly principled MI5 intelligence officer whose moral dilemmas drive the British political thriller film "Page Eight."
  • C. Jimmy Wakely
    Jimmy Wakely was an American country singer, songwriter, and film actor known as one of the most popular singing cowboys of the 1940s and 1950s.
  • D. Eddie Laughton
    Eddie Laughton was a British-born American character actor best known for his supporting roles in numerous Columbia Pictures comedies, including several Three Stooges shorts, during the 1930s and 1940s.
  • E. Joe Harman
    Joe Harman is a central fictional character in Nevil Shute’s novel "A Town Like Alice," known for his resilience, quiet heroism, and romantic relationship with the protagonist Jean Paget.
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32ed4b8a08190b5f179fc583001a6 completed April 18, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00608d36dc8190a094fa4513147c85 completed May 10, 2026, 10:40 a.m.
NEDg Description generation batch_6a0061a6e1e88190a5efe0430db0bd9b completed May 10, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00627908988190803707069872e4c5 completed May 10, 2026, 10:48 a.m.
Created at: April 10, 2026, 5:14 a.m.