Triple

T16436587
Position Surface form Disambiguated ID Type / Status
Subject Love Ain’t No Stranger E399193 entity
Predicate producer P490 FINISHED
Object Martin Birch
Martin Birch was a renowned British record producer and engineer best known for his work with major rock and heavy metal bands such as Iron Maiden, Deep Purple, and Black Sabbath.
E1234388 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 Birch | Statement: [Love Ain’t No Stranger, producer, Martin Birch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin Birch
Context triple: [Love Ain’t No Stranger, producer, Martin Birch]
  • A. Frank Birch
    Frank Birch was a British cryptographer and naval intelligence officer best known for his codebreaking work during World War I and his later contributions to British signals intelligence.
  • B. Paul Birch
    Paul Birch was an American professional basketball coach and former player best known for his role in the early years of the Basketball Association of America, a precursor to the NBA.
  • C. John Bluthal
    John Bluthal was a Polish-born British actor best known for his comic roles in British television and film, including his memorable performance in the sitcom "The Vicar of Dibley."
  • D. Gary Mounfield
    Gary Mounfield, also known as Mani, is an English bassist best known for his influential work with the Stone Roses and later with the rock band Primal Scream.
  • E. Richard Oakes
    Richard Oakes was a Mohawk Native American activist best known for helping lead the 1969–1971 occupation of Alcatraz Island, a landmark protest in the Red Power movement.
  • 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 Birch
Triple: [Love Ain’t No Stranger, producer, Martin Birch]
Generated description
Martin Birch was a renowned British record producer and engineer best known for his work with major rock and heavy metal bands such as Iron Maiden, Deep Purple, and Black Sabbath.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martin Birch
Target entity description: Martin Birch was a renowned British record producer and engineer best known for his work with major rock and heavy metal bands such as Iron Maiden, Deep Purple, and Black Sabbath.
  • A. Frank Birch
    Frank Birch was a British cryptographer and naval intelligence officer best known for his codebreaking work during World War I and his later contributions to British signals intelligence.
  • B. Paul Birch
    Paul Birch was an American professional basketball coach and former player best known for his role in the early years of the Basketball Association of America, a precursor to the NBA.
  • C. John Bluthal
    John Bluthal was a Polish-born British actor best known for his comic roles in British television and film, including his memorable performance in the sitcom "The Vicar of Dibley."
  • D. Gary Mounfield
    Gary Mounfield, also known as Mani, is an English bassist best known for his influential work with the Stone Roses and later with the rock band Primal Scream.
  • E. Richard Oakes
    Richard Oakes was a Mohawk Native American activist best known for helping lead the 1969–1971 occupation of Alcatraz Island, a landmark protest in the Red Power movement.
  • 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32ba224988190b7cccc42f35e54de completed April 18, 2026, 6:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00b276be5c8190a42ce541168ab7d0 completed May 10, 2026, 4:29 p.m.
NEDg Description generation batch_6a00b33f21a48190b3178aa1241bb85a completed May 10, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_6a00b3afb3708190ab7d78561a2e778c completed May 10, 2026, 4:34 p.m.
Created at: April 10, 2026, 5:10 a.m.