Triple
T5163856
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurley |
E116500
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Michael N. Hurley
Michael N. Hurley is a former CIA operations officer and counterterrorism expert known for his work on U.S. national security and intelligence issues.
|
E526311
|
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: Michael N. Hurley | Statement: [Hurley, hasNotableBearer, Michael N. Hurley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael N. Hurley Context triple: [Hurley, hasNotableBearer, Michael N. Hurley]
-
A.
Michael D. Hurley
Michael D. Hurley is a literary scholar and critic known for his work on style, form, and the philosophy of literature, particularly in relation to religious and aesthetic experience.
-
B.
Michael E. Hurley
Michael E. Hurley is an individual notable enough to be specifically cited as a bearer of the surname Hurley, though detailed public information about his life or work is not widely documented.
-
C.
Michael R. Hurley
Michael R. Hurley is a notable individual recognized for achievements or prominence significant enough to be specifically cited as a bearer of the Hurley name.
-
D.
Michael T. Hurley
Michael T. Hurley is a notable individual recognized for achievements or prominence associated with the surname Hurley.
-
E.
Michael P. Hurley
Michael P. Hurley is an individual notable enough to be specifically cited as a bearer of the surname Hurley, though detailed public information about his life or work is limited.
- 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: Michael N. Hurley Triple: [Hurley, hasNotableBearer, Michael N. Hurley]
Generated description
Michael N. Hurley is a former CIA operations officer and counterterrorism expert known for his work on U.S. national security and intelligence issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael N. Hurley Target entity description: Michael N. Hurley is a former CIA operations officer and counterterrorism expert known for his work on U.S. national security and intelligence issues.
-
A.
Michael D. Hurley
Michael D. Hurley is a literary scholar and critic known for his work on style, form, and the philosophy of literature, particularly in relation to religious and aesthetic experience.
-
B.
Michael E. Hurley
Michael E. Hurley is an individual notable enough to be specifically cited as a bearer of the surname Hurley, though detailed public information about his life or work is not widely documented.
-
C.
Michael R. Hurley
Michael R. Hurley is a notable individual recognized for achievements or prominence significant enough to be specifically cited as a bearer of the Hurley name.
-
D.
Michael T. Hurley
Michael T. Hurley is a notable individual recognized for achievements or prominence associated with the surname Hurley.
-
E.
Michael P. Hurley
Michael P. Hurley is an individual notable enough to be specifically cited as a bearer of the surname Hurley, though detailed public information about his life or work is limited.
- 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_69bd445edb3881909b93b34d260717fc |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7927a348819082ad531955cdf30d |
completed | March 20, 2026, 4:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfb70320ac819088ba3b1da868d9a4 |
completed | March 22, 2026, 9:31 a.m. |
| NEDg | Description generation | batch_69bfb783194081908002f857ff6f7ede |
completed | March 22, 2026, 9:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfb7de05588190898383d8ac6ef494 |
completed | March 22, 2026, 9:35 a.m. |
Created at: March 20, 2026, 1:44 p.m.