Triple

T14488079
Position Surface form Disambiguated ID Type / Status
Subject Bang Bang E359288 entity
Predicate songwriter P1141 FINISHED
Object Martin Johnson
Martin Johnson is an American singer, songwriter, and producer best known as the frontman of the pop rock band Boys Like Girls and for writing and producing hits for various mainstream artists.
E1102350 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: Martin Johnson | Statement: [Bang Bang, songwriter, Martin Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin Johnson
Context triple: [Bang Bang, songwriter, Martin Johnson]
  • A. Martin Johnson
    Martin Johnson is a former English rugby union lock who captained England to victory in the 2003 Rugby World Cup and is regarded as one of the sport’s greatest leaders.
  • B. Sir Clive Woodward
    Sir Clive Woodward is a former England rugby union coach best known for leading the national team to victory in the 2003 Rugby World Cup.
  • C. Guto Bebb
    Guto Bebb is a Welsh Conservative politician who served as the Member of Parliament for Aberconwy and held ministerial roles in the UK government.
  • D. John McNamara
    John McNamara was an American Major League Baseball manager best known for leading the Boston Red Sox during the mid-1980s, including their pennant-winning 1986 season.
  • E. Pete Stanton
    Pete Stanton is the protagonist of the film "Downhill," around whom the story’s central events and character dynamics revolve.
  • 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: Martin Johnson
Triple: [Bang Bang, songwriter, Martin Johnson]
Generated description
Martin Johnson is an American singer, songwriter, and producer best known as the frontman of the pop rock band Boys Like Girls and for writing and producing hits for various mainstream artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martin Johnson
Target entity description: Martin Johnson is an American singer, songwriter, and producer best known as the frontman of the pop rock band Boys Like Girls and for writing and producing hits for various mainstream artists.
  • A. Martin Johnson
    Martin Johnson is a former English rugby union lock who captained England to victory in the 2003 Rugby World Cup and is regarded as one of the sport’s greatest leaders.
  • B. Sir Clive Woodward
    Sir Clive Woodward is a former England rugby union coach best known for leading the national team to victory in the 2003 Rugby World Cup.
  • C. Guto Bebb
    Guto Bebb is a Welsh Conservative politician who served as the Member of Parliament for Aberconwy and held ministerial roles in the UK government.
  • D. John McNamara
    John McNamara was an American Major League Baseball manager best known for leading the Boston Red Sox during the mid-1980s, including their pennant-winning 1986 season.
  • E. Pete Stanton
    Pete Stanton is the protagonist of the film "Downhill," around whom the story’s central events and character dynamics revolve.
  • 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de930bd1d48190abd6c47da0a3ebc8 completed April 14, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d8f1bf081908c37f8f41767b382 completed May 8, 2026, 4:58 a.m.
NEDg Description generation batch_69fd6faa43808190a9fe934f8f472a61 completed May 8, 2026, 5:07 a.m.
NED2 Entity disambiguation (via description) batch_69fd700572e48190aa9bbb544a25796e completed May 8, 2026, 5:09 a.m.
Created at: April 10, 2026, 1:20 a.m.