Triple

T23172376
Position Surface form Disambiguated ID Type / Status
Subject Cold Comfort Farm E578892 entity
Predicate musicBy P1952 FINISHED
Object Robert Lockhart
Robert Lockhart is a composer best known for creating the musical score for the film adaptation of "Cold Comfort Farm."
 E1573101 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: Robert Lockhart | Statement: [Cold Comfort Farm, musicBy, Robert Lockhart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Lockhart
Context triple: [Cold Comfort Farm, musicBy, Robert Lockhart]
  • A. Henry Ramsay
    Henry Ramsay is a fictional character from the Australian soap opera "Neighbours," known for his role in the early years of the series as part of the Ramsay family.
  • B. Miles Matheson
    Miles Matheson is a former Marine and skilled fighter who becomes a reluctant leader in the post-apocalyptic television series "Revolution."
  • C. Rob Blackie
    Rob Blackie is a Canadian television producer best known for his work on series such as the comedy-drama "Republic of Doyle."
  • D. Ed Mackenzie
    Ed Mackenzie is a character from the television series "Big Little Lies," known as the kind, supportive husband of Madeline Martha Mackenzie.
  • E. Feargus Urquhart
    Feargus Urquhart is a video game designer and executive best known as the founder and longtime leader of role-playing game studios Black Isle Studios and Obsidian Entertainment.
  • 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: Robert Lockhart
Triple: [Cold Comfort Farm, musicBy, Robert Lockhart]
Generated description
Robert Lockhart is a composer best known for creating the musical score for the film adaptation of "Cold Comfort Farm."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Lockhart
Target entity description: Robert Lockhart is a composer best known for creating the musical score for the film adaptation of "Cold Comfort Farm."
  • A. Henry Ramsay
    Henry Ramsay is a fictional character from the Australian soap opera "Neighbours," known for his role in the early years of the series as part of the Ramsay family.
  • B. Miles Matheson
    Miles Matheson is a former Marine and skilled fighter who becomes a reluctant leader in the post-apocalyptic television series "Revolution."
  • C. Rob Blackie
    Rob Blackie is a Canadian television producer best known for his work on series such as the comedy-drama "Republic of Doyle."
  • D. Ed Mackenzie
    Ed Mackenzie is a character from the television series "Big Little Lies," known as the kind, supportive husband of Madeline Martha Mackenzie.
  • E. Feargus Urquhart
    Feargus Urquhart is a video game designer and executive best known as the founder and longtime leader of role-playing game studios Black Isle Studios and Obsidian Entertainment.
  • 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_69e245fd2a388190b814c0dfa15f7148 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18f30ce148190a6de928c8213399e completed April 29, 2026, 4:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30aa91488190a115f3a44ff25348 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c326f3b4c819099ea8776b84fa279 completed May 19, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c32ece3148190a22881d69c42e948 completed May 19, 2026, 9:52 a.m.
Created at: April 17, 2026, 4:04 p.m.