Triple
T5163843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurley |
E116500
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
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.
|
E524732
|
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 D. Hurley | Statement: [Hurley, hasNotableBearer, Michael D. Hurley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael D. Hurley Context triple: [Hurley, hasNotableBearer, Michael D. Hurley]
-
A.
Stephen M. Kellen
Stephen M. Kellen was a prominent financier and philanthropist known for his leadership at Arnhold and S. Bleichroeder and his significant support of cultural and educational institutions.
-
B.
Darren T. Holmes
Darren T. Holmes is a film editor best known for his work on major animated features, including Pixar’s "Ratatouille."
-
C.
Michael A. Elliott
Michael A. Elliott is an American literary scholar and academic administrator who serves as the president of Amherst College.
-
D.
Michael H. Moloney
Michael H. Moloney is a physics-focused science policy and leadership professional who serves as the chief executive officer of the American Institute of Physics.
-
E.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
- 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 D. Hurley Triple: [Hurley, hasNotableBearer, Michael D. Hurley]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael D. Hurley Target entity description: 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.
-
A.
Stephen M. Kellen
Stephen M. Kellen was a prominent financier and philanthropist known for his leadership at Arnhold and S. Bleichroeder and his significant support of cultural and educational institutions.
-
B.
Darren T. Holmes
Darren T. Holmes is a film editor best known for his work on major animated features, including Pixar’s "Ratatouille."
-
C.
Michael A. Elliott
Michael A. Elliott is an American literary scholar and academic administrator who serves as the president of Amherst College.
-
D.
Michael H. Moloney
Michael H. Moloney is a physics-focused science policy and leadership professional who serves as the chief executive officer of the American Institute of Physics.
-
E.
Michael T. Williamson
Michael T. Williamson is an American actor best known for his role as Benjamin Buford "Bubba" Blue in the film Forrest Gump.
- 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_69bf77a987ec8190bda4df37468d9918 |
completed | March 22, 2026, 5:01 a.m. |
| NEDg | Description generation | batch_69bf7b6b45548190b6766c4625aa8857 |
completed | March 22, 2026, 5:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf7bb6925c81908f8dbc7d18031dc0 |
completed | March 22, 2026, 5:18 a.m. |
Created at: March 20, 2026, 1:44 p.m.