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.