Triple

T18578542
Position Surface form Disambiguated ID Type / Status
Subject They Keep Killing Suzie E454046 entity
Predicate writer P1360 FINISHED
Object Dan McCulloch
Dan McCulloch is a television writer and producer best known for his work on British genre series such as Torchwood.
E1331740 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: Dan McCulloch | Statement: [They Keep Killing Suzie, writer, Dan McCulloch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dan McCulloch
Context triple: [They Keep Killing Suzie, writer, Dan McCulloch]
  • A. Burr McIntosh
    Burr McIntosh was an American character actor, photographer, and publisher active in the late 19th and early 20th centuries, known for his work in silent films and on the stage.
  • B. William Kirkland
    William Kirkland was an early 19th-century American planter and merchant best known for commissioning and building the historic Federal-style plantation house Ayr Mount in Hillsborough, North Carolina.
  • C. James Guthrie
    James Guthrie was a 17th-century Scottish Presbyterian minister and Covenanter leader who was executed for his staunch opposition to royal interference in church affairs.
  • D. James Guthrie
    James Guthrie is a British record producer and audio engineer best known for his long-standing work with Pink Floyd, including engineering and mixing their landmark albums and live releases.
  • E. Byron McCulloch
    Byron McCulloch is best known as the husband of the late American actress Glenne Headly.
  • 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: Dan McCulloch
Triple: [They Keep Killing Suzie, writer, Dan McCulloch]
Generated description
Dan McCulloch is a television writer and producer best known for his work on British genre series such as Torchwood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dan McCulloch
Target entity description: Dan McCulloch is a television writer and producer best known for his work on British genre series such as Torchwood.
  • A. Burr McIntosh
    Burr McIntosh was an American character actor, photographer, and publisher active in the late 19th and early 20th centuries, known for his work in silent films and on the stage.
  • B. William Kirkland
    William Kirkland was an early 19th-century American planter and merchant best known for commissioning and building the historic Federal-style plantation house Ayr Mount in Hillsborough, North Carolina.
  • C. James Guthrie
    James Guthrie was a 17th-century Scottish Presbyterian minister and Covenanter leader who was executed for his staunch opposition to royal interference in church affairs.
  • D. James Guthrie
    James Guthrie is a British record producer and audio engineer best known for his long-standing work with Pink Floyd, including engineering and mixing their landmark albums and live releases.
  • E. Byron McCulloch
    Byron McCulloch is best known as the husband of the late American actress Glenne Headly.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e543cd6a3c8190b38059e71ec3f7b2 completed April 19, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04f88cb7c881909911b2c28a72fcf6 completed May 13, 2026, 10:17 p.m.
NEDg Description generation batch_6a04f9fc493881909ba9159748d4f3fb completed May 13, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_6a04fad8daa88190961d643d30a52aa7 completed May 13, 2026, 10:27 p.m.
Created at: April 10, 2026, 11:43 a.m.