Triple

T7305343
Position Surface form Disambiguated ID Type / Status
Subject The Human League E167959 entity
Predicate formerMember P1168 FINISHED
Object Ian Craig Marsh
Ian Craig Marsh is a British electronic musician best known as a founding member of pioneering synth-pop bands The Human League and Heaven 17.
E657060 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: Ian Craig Marsh | Statement: [The Human League, formerMember, Ian Craig Marsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ian Craig Marsh
Context triple: [The Human League, formerMember, Ian Craig Marsh]
  • A. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • B. Stephen Langridge
    Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
  • C. Geoffrey Smith
    Geoffrey Smith is an Australian Anglican archbishop who serves as the national leader (Primate) of the Anglican Church of Australia.
  • D. Charles Marsden
    Charles Marsden is a central, introspective writer and observer figure in Eugene O’Neill’s experimental play "Strange Interlude," serving as a reflective lens on the other characters’ lives and desires.
  • E. Colin Prockter
    Colin Prockter is a British character actor known for his numerous supporting roles in film and television, including an appearance in the crime comedy film "The Gentlemen."
  • 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: Ian Craig Marsh
Triple: [The Human League, formerMember, Ian Craig Marsh]
Generated description
Ian Craig Marsh is a British electronic musician best known as a founding member of pioneering synth-pop bands The Human League and Heaven 17.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ian Craig Marsh
Target entity description: Ian Craig Marsh is a British electronic musician best known as a founding member of pioneering synth-pop bands The Human League and Heaven 17.
  • A. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • B. Stephen Langridge
    Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
  • C. Geoffrey Smith
    Geoffrey Smith is an Australian Anglican archbishop who serves as the national leader (Primate) of the Anglican Church of Australia.
  • D. Charles Marsden
    Charles Marsden is a central, introspective writer and observer figure in Eugene O’Neill’s experimental play "Strange Interlude," serving as a reflective lens on the other characters’ lives and desires.
  • E. Colin Prockter
    Colin Prockter is a British character actor known for his numerous supporting roles in film and television, including an appearance in the crime comedy film "The Gentlemen."
  • 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_69c6888c820881909fc68f689fe1c251 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebd61c0c8190abb1368c9dfb1550 completed March 27, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7eeeaa7488190adb55df8705e0952 completed March 28, 2026, 3:08 p.m.
NEDg Description generation batch_69c7ef95787c819086684c4286166b43 completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f0644ebc8190971075d75e3a76d0 completed March 28, 2026, 3:14 p.m.
Created at: March 27, 2026, 3:01 p.m.