Triple
T16911801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norma Jennings |
E410214
|
entity |
| Predicate | romanticPartner |
P9994
|
FINISHED |
| Object |
Ed Hurley
Ed Hurley is a central character in the television series "Twin Peaks," known as the owner of the Gas Farm and for his complicated romantic entanglements in the small town.
|
E1239798
|
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: Ed Hurley | Statement: [Norma Jennings, romanticPartner, Ed Hurley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ed Hurley Context triple: [Norma Jennings, romanticPartner, Ed Hurley]
-
A.
Michael G. Hurley
Michael G. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
-
B.
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.
-
C.
Michael S. Hurley
Michael S. Hurley is an individual notable enough to be recognized as a distinguished bearer of the surname Hurley, though specific widely known achievements or roles are not clearly established.
-
D.
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.
-
E.
Michael F. Hurley
Michael F. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
- 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: Ed Hurley Triple: [Norma Jennings, romanticPartner, Ed Hurley]
Generated description
Ed Hurley is a central character in the television series "Twin Peaks," known as the owner of the Gas Farm and for his complicated romantic entanglements in the small town.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ed Hurley Target entity description: Ed Hurley is a central character in the television series "Twin Peaks," known as the owner of the Gas Farm and for his complicated romantic entanglements in the small town.
-
A.
Michael G. Hurley
Michael G. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
-
B.
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.
-
C.
Michael S. Hurley
Michael S. Hurley is an individual notable enough to be recognized as a distinguished bearer of the surname Hurley, though specific widely known achievements or roles are not clearly established.
-
D.
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.
-
E.
Michael F. Hurley
Michael F. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
- 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_69d886c7b1e481908c3766dfa8c13458 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3ca3d6be88190bca5e1fdf727141b |
completed | April 18, 2026, 6:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c7bb4ac481909318d3d61a2d10e1 |
completed | May 10, 2026, 6 p.m. |
| NEDg | Description generation | batch_6a00c8c9c78481908e503977d47f7c1f |
completed | May 10, 2026, 6:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c9d1c6a0819083635b8246cc82e7 |
completed | May 10, 2026, 6:09 p.m. |
Created at: April 10, 2026, 5:30 a.m.