Triple
T18669367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wild Things 2 |
E456429
|
entity |
| Predicate | hasWriter |
P4244
|
FINISHED |
| Object |
Ross Helford
Ross Helford is a screenwriter best known for his work on the erotic thriller film "Wild Things 2."
|
E1339136
|
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: Ross Helford | Statement: [Wild Things 2, hasWriter, Ross Helford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ross Helford Context triple: [Wild Things 2, hasWriter, Ross Helford]
-
A.
Iwan Rheon
Iwan Rheon is a Welsh actor and musician best known for his roles in television series such as "Game of Thrones" and "Misfits."
-
B.
Blake Ritson
Blake Ritson is a British actor and director known for his roles in television dramas such as "Da Vinci's Demons" and "Upstairs Downstairs," as well as for his extensive voice work in audiobooks and video games.
-
C.
Ray Stevenson
Ray Stevenson was a Northern Irish actor known for his robust screen presence in films and television, including roles in action and comic book adaptations.
-
D.
Jonathan Hale
Jonathan Hale was an American character actor known for his numerous supporting roles in Hollywood films from the 1930s through the 1950s.
-
E.
Rex Ludwick
Rex Ludwick is a country music drummer best known for his work with Willie Nelson, including performances on the "Honeysuckle Rose" soundtrack.
- 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: Ross Helford Triple: [Wild Things 2, hasWriter, Ross Helford]
Generated description
Ross Helford is a screenwriter best known for his work on the erotic thriller film "Wild Things 2."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ross Helford Target entity description: Ross Helford is a screenwriter best known for his work on the erotic thriller film "Wild Things 2."
-
A.
Iwan Rheon
Iwan Rheon is a Welsh actor and musician best known for his roles in television series such as "Game of Thrones" and "Misfits."
-
B.
Blake Ritson
Blake Ritson is a British actor and director known for his roles in television dramas such as "Da Vinci's Demons" and "Upstairs Downstairs," as well as for his extensive voice work in audiobooks and video games.
-
C.
Ray Stevenson
Ray Stevenson was a Northern Irish actor known for his robust screen presence in films and television, including roles in action and comic book adaptations.
-
D.
Jonathan Hale
Jonathan Hale was an American character actor known for his numerous supporting roles in Hollywood films from the 1930s through the 1950s.
-
E.
Rex Ludwick
Rex Ludwick is a country music drummer best known for his work with Willie Nelson, including performances on the "Honeysuckle Rose" soundtrack.
- 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e556b0502881909ea05f2746163746 |
completed | April 19, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052b2987dc8190abb096954f8cc5c6 |
completed | May 14, 2026, 1:53 a.m. |
| NEDg | Description generation | batch_6a052c1af8408190847dc533097b3791 |
completed | May 14, 2026, 1:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052ccec4d081908df62f08eac157d5 |
completed | May 14, 2026, 2 a.m. |
Created at: April 10, 2026, 11:48 a.m.