Triple
T9567823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duggan |
E230832
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Brian Duggan
Brian Duggan is a relatively obscure individual whose name is shared with multiple people, making it difficult to identify a single widely recognized public figure by that name.
|
E836606
|
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: Brian Duggan | Statement: [Duggan, hasNotableBearer, Brian Duggan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian Duggan Context triple: [Duggan, hasNotableBearer, Brian Duggan]
-
A.
Pat Duggan
Pat Duggan is a film producer known for work on classic Hollywood productions such as the 1953 comedy-drama "Forever Female."
-
B.
Brian Kavanagh
Brian Kavanagh is a film editor best known for his work on notable Australian and international films, including the drama "The Devil's Playground."
-
C.
Michael McCusker
Michael McCusker is an American film editor known for his work on major Hollywood productions, including the thriller "The Girl on the Train" (2016).
-
D.
Lawrence Duggan
Lawrence Duggan was a mid-20th-century American diplomat who served in the U.S. State Department and was later controversially alleged to have engaged in espionage for the Soviet Union.
-
E.
Michael Maloney
Michael Maloney is a British actor known for his work in film, television, and theatre, including prominent roles in Shakespearean adaptations.
- 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: Brian Duggan Triple: [Duggan, hasNotableBearer, Brian Duggan]
Generated description
Brian Duggan is a relatively obscure individual whose name is shared with multiple people, making it difficult to identify a single widely recognized public figure by that name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian Duggan Target entity description: Brian Duggan is a relatively obscure individual whose name is shared with multiple people, making it difficult to identify a single widely recognized public figure by that name.
-
A.
Pat Duggan
Pat Duggan is a film producer known for work on classic Hollywood productions such as the 1953 comedy-drama "Forever Female."
-
B.
Brian Kavanagh
Brian Kavanagh is a film editor best known for his work on notable Australian and international films, including the drama "The Devil's Playground."
-
C.
Michael McCusker
Michael McCusker is an American film editor known for his work on major Hollywood productions, including the thriller "The Girl on the Train" (2016).
-
D.
Lawrence Duggan
Lawrence Duggan was a mid-20th-century American diplomat who served in the U.S. State Department and was later controversially alleged to have engaged in espionage for the Soviet Union.
-
E.
Michael Maloney
Michael Maloney is a British actor known for his work in film, television, and theatre, including prominent roles in Shakespearean adaptations.
- 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_69ca847f22188190a56e4a97625bef22 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9987cb0c8190af32a1193de54890 |
completed | April 1, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d28194f6e88190932efe607088394a |
completed | April 5, 2026, 3:36 p.m. |
| NEDg | Description generation | batch_69d282fd10248190a1a0b4573b2065ae |
completed | April 5, 2026, 3:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d283d0e1748190a0c65bbaa8e8348e |
completed | April 5, 2026, 3:46 p.m. |
Created at: March 30, 2026, 8:04 p.m.