Triple
T19090653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tricia Helfer |
E467270
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Jonathan Marshall
Jonathan Marshall is best known as the husband of Canadian actress and former model Tricia Helfer.
|
E1357889
|
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: Jonathan Marshall | Statement: [Tricia Helfer, spouse, Jonathan Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jonathan Marshall Context triple: [Tricia Helfer, spouse, Jonathan Marshall]
-
A.
Anthony Montgomery
Anthony Montgomery is an American actor best known for playing Ensign Travis Mayweather on the television series Star Trek: Enterprise.
-
B.
Scott Marshall
Scott Marshall is an American film and television director known for his work on comedies and for being the son of filmmaker Garry Marshall.
-
C.
Ben Crawford
Ben Crawford is the central protagonist of the first season of the American TV drama "Secrets and Lies," a suburban family man who becomes the prime suspect in a young boy’s murder.
-
D.
Marshall Bradford
Marshall Bradford was an American character actor known for his supporting roles in mid-20th-century films and television, including appearances in science fiction and genre movies.
-
E.
Aaron Marsh
Aaron Marsh is an American musician and record producer best known as the frontman of the indie rock band Copeland and for his work across various alternative and indie projects.
- 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: Jonathan Marshall Triple: [Tricia Helfer, spouse, Jonathan Marshall]
Generated description
Jonathan Marshall is best known as the husband of Canadian actress and former model Tricia Helfer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jonathan Marshall Target entity description: Jonathan Marshall is best known as the husband of Canadian actress and former model Tricia Helfer.
-
A.
Anthony Montgomery
Anthony Montgomery is an American actor best known for playing Ensign Travis Mayweather on the television series Star Trek: Enterprise.
-
B.
Scott Marshall
Scott Marshall is an American film and television director known for his work on comedies and for being the son of filmmaker Garry Marshall.
-
C.
Ben Crawford
Ben Crawford is the central protagonist of the first season of the American TV drama "Secrets and Lies," a suburban family man who becomes the prime suspect in a young boy’s murder.
-
D.
Marshall Bradford
Marshall Bradford was an American character actor known for his supporting roles in mid-20th-century films and television, including appearances in science fiction and genre movies.
-
E.
Aaron Marsh
Aaron Marsh is an American musician and record producer best known as the frontman of the indie rock band Copeland and for his work across various alternative and indie projects.
- 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e34b6b348190bb868356ed8b655a |
completed | April 20, 2026, 8:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05dd9273cc81909dc0252b5959b050 |
completed | May 14, 2026, 2:34 p.m. |
| NEDg | Description generation | batch_6a05dfddc64c81909e630fd628f7b8e6 |
completed | May 14, 2026, 2:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e09c58308190975c69c86482292a |
completed | May 14, 2026, 2:47 p.m. |
Created at: April 10, 2026, 12:04 p.m.