Triple

T14904954
Position Surface form Disambiguated ID Type / Status
Subject Doctor Who: The Writer's Tale E360105 entity
Predicate coAuthor P398 FINISHED
Object Benjamin Cook
Benjamin Cook is a British journalist and writer best known for his work on Doctor Who, including co-authoring behind-the-scenes books and contributing to related media.
E1127550 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: Benjamin Cook | Statement: [Doctor Who: The Writer's Tale, coAuthor, Benjamin Cook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Cook
Context triple: [Doctor Who: The Writer's Tale, coAuthor, Benjamin Cook]
  • A. Andrew W. Preston
    Andrew W. Preston was an American businessman best known as a pioneering figure in the tropical fruit trade and a key architect of the modern banana industry.
  • B. David Robert Malpass
    David Robert Malpass is an American economist and government official who served as president of the World Bank Group from 2019 to 2023.
  • C. Matthew N. Fraser
    Matthew N. Fraser is the high school student whose sexually suggestive speech at a school assembly led to the landmark U.S. Supreme Court case Bethel School District No. 403 v. Fraser, which clarified the limits of student free speech in public schools.
  • D. Matthew H. Carpenter
    Matthew H. Carpenter was a 19th-century American lawyer and Republican politician from Wisconsin who served as a U.S. Senator and was known for his influential role in Reconstruction-era legal and constitutional debates.
  • E. Damien P. George
    Damien P. George is a British physicist and software engineer best known for creating MicroPython, a lean implementation of Python for microcontrollers and embedded systems.
  • 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: Benjamin Cook
Triple: [Doctor Who: The Writer's Tale, coAuthor, Benjamin Cook]
Generated description
Benjamin Cook is a British journalist and writer best known for his work on Doctor Who, including co-authoring behind-the-scenes books and contributing to related media.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin Cook
Target entity description: Benjamin Cook is a British journalist and writer best known for his work on Doctor Who, including co-authoring behind-the-scenes books and contributing to related media.
  • A. Andrew W. Preston
    Andrew W. Preston was an American businessman best known as a pioneering figure in the tropical fruit trade and a key architect of the modern banana industry.
  • B. David Robert Malpass
    David Robert Malpass is an American economist and government official who served as president of the World Bank Group from 2019 to 2023.
  • C. Matthew N. Fraser
    Matthew N. Fraser is the high school student whose sexually suggestive speech at a school assembly led to the landmark U.S. Supreme Court case Bethel School District No. 403 v. Fraser, which clarified the limits of student free speech in public schools.
  • D. Matthew H. Carpenter
    Matthew H. Carpenter was a 19th-century American lawyer and Republican politician from Wisconsin who served as a U.S. Senator and was known for his influential role in Reconstruction-era legal and constitutional debates.
  • E. Damien P. George
    Damien P. George is a British physicist and software engineer best known for creating MicroPython, a lean implementation of Python for microcontrollers and embedded systems.
  • 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_69d827980cbc8190a0c569ae3940a1d9 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69ded60cd5588190b1efecc2b220da69 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72b7640c8190b463f69fb67fd30a completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe771e361481908b58eb38f804f650 completed May 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69fe77fef3d88190afbd7839c4625226 completed May 8, 2026, 11:55 p.m.
Created at: April 10, 2026, 2:12 a.m.