Triple

T18421975
Position Surface form Disambiguated ID Type / Status
Subject The Marmalade E442043 entity
Predicate hasMember P10 FINISHED
Object Junior Campbell
Junior Campbell is a Scottish musician, songwriter, and record producer best known as a founding member of the 1960s pop-rock band Marmalade and for his later work in television and film music.
 E1323376 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: Junior Campbell | Statement: [The Marmalade, hasMember, Junior Campbell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Junior Campbell
Context triple: [The Marmalade, hasMember, Junior Campbell]
  • A. Benji Campbell
    Benji Campbell is a central love interest and openly gay high school student in the teen drama series "Love, Victor."
  • B. Brandon Campbell
    Brandon Campbell is a music producer known for his work on the soundtrack of Game of Thrones Season 3.
  • C. Brandon Campbell
    Brandon Campbell is a film and television composer known for his work on projects such as the animated series "Pacific Rim: The Black."
  • D. Sterling Campbell
    Sterling Campbell is an American rock drummer best known for his work with artists such as David Bowie, Duran Duran, and Soul Asylum.
  • E. Alex Campbell
    Alex Campbell was a pioneering Scottish folk singer and guitarist who became a central figure in the British folk revival of the 1950s and 1960s.
  • 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: Junior Campbell
Triple: [The Marmalade, hasMember, Junior Campbell]
Generated description
Junior Campbell is a Scottish musician, songwriter, and record producer best known as a founding member of the 1960s pop-rock band Marmalade and for his later work in television and film music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Junior Campbell
Target entity description: Junior Campbell is a Scottish musician, songwriter, and record producer best known as a founding member of the 1960s pop-rock band Marmalade and for his later work in television and film music.
  • A. Benji Campbell
    Benji Campbell is a central love interest and openly gay high school student in the teen drama series "Love, Victor."
  • B. Brandon Campbell
    Brandon Campbell is a music producer known for his work on the soundtrack of Game of Thrones Season 3.
  • C. Brandon Campbell
    Brandon Campbell is a film and television composer known for his work on projects such as the animated series "Pacific Rim: The Black."
  • D. Sterling Campbell
    Sterling Campbell is an American rock drummer best known for his work with artists such as David Bowie, Duran Duran, and Soul Asylum.
  • E. Alex Campbell
    Alex Campbell was a pioneering Scottish folk singer and guitarist who became a central figure in the British folk revival of the 1950s and 1960s.
  • 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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51a2c98b0819082672174bf69b88c completed April 19, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03f0a7e788819080ab4b25f489726e completed May 13, 2026, 3:31 a.m.
NEDg Description generation batch_6a03f1e4007c8190b84dbbf7e3afcc80 completed May 13, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_6a03f25e93bc8190910ce6037dc1bcea completed May 13, 2026, 3:39 a.m.
Created at: April 10, 2026, 10:47 a.m.