Triple
T1041895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Closer |
E22486
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
James Duff
James Duff is an American television writer and producer best known for creating the crime drama series "The Closer."
|
E217523
|
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: James Duff | Statement: [The Closer, creator, James Duff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Duff Context triple: [The Closer, creator, James Duff]
-
A.
Andrew Duncan
Andrew Duncan was a British industrialist and politician who served as the United Kingdom’s Minister of Supply during the Second World War.
-
B.
Duncan Reid
Duncan Reid is a musician best known as the former bassist and vocalist for the UK punk band The Boys and for his solo work with Duncan Reid and the Big Heads.
-
C.
Ewen MacIntosh
Ewen MacIntosh is a British actor and comedian best known for playing the deadpan accountant Keith Bishop in the original UK version of "The Office."
-
D.
Douglas Guilfoyle
Douglas Guilfoyle is an international law scholar known for his work on the law of the sea, maritime security, and international criminal law.
-
E.
Colin Cameron
Colin Cameron is a Scottish former professional footballer and midfielder who played for clubs including Raith Rovers, Hearts, Wolves, and the Scotland national team before moving into coaching.
- 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: James Duff Triple: [The Closer, creator, James Duff]
Generated description
James Duff is an American television writer and producer best known for creating the crime drama series "The Closer."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Duff Target entity description: James Duff is an American television writer and producer best known for creating the crime drama series "The Closer."
-
A.
Andrew Duncan
Andrew Duncan was a British industrialist and politician who served as the United Kingdom’s Minister of Supply during the Second World War.
-
B.
Duncan Reid
Duncan Reid is a musician best known as the former bassist and vocalist for the UK punk band The Boys and for his solo work with Duncan Reid and the Big Heads.
-
C.
Ewen MacIntosh
Ewen MacIntosh is a British actor and comedian best known for playing the deadpan accountant Keith Bishop in the original UK version of "The Office."
-
D.
Douglas Guilfoyle
Douglas Guilfoyle is an international law scholar known for his work on the law of the sea, maritime security, and international criminal law.
-
E.
Colin Cameron
Colin Cameron is a Scottish former professional footballer and midfielder who played for clubs including Raith Rovers, Hearts, Wolves, and the Scotland national team before moving into coaching.
- 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_69a493d91478819094cc01fb65564bc1 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b82f6c14819080277443ea4722dd |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3a5cac081908d655e42a58a81c5 |
completed | March 8, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69adf55207248190bd903c7faa3729e7 |
completed | March 8, 2026, 10:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf5e074088190b6b383fb93cd18d8 |
completed | March 8, 2026, 10:19 p.m. |
Created at: March 1, 2026, 7:42 p.m.