Triple
T5000928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Theft Auto (1977 film) |
E112369
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
James Ritz
James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
|
E484018
|
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: James Ritz | Statement: [Grand Theft Auto (1977 film), screenwriter, James Ritz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Ritz Context triple: [Grand Theft Auto (1977 film), screenwriter, James Ritz]
-
A.
William Lundigan
William Lundigan was an American film and television actor active from the 1930s through the 1960s, known for roles in dramas, war films, and early TV series.
-
B.
S. W. Burger
S. W. Burger is the commonly used name of Schalk Willem Burger, a prominent Boer military leader and acting president of the South African Republic during the Second Boer War.
-
C.
Bob Hartley
Bob Hartley is a Canadian professional ice hockey coach best known for leading the Colorado Avalanche to a Stanley Cup championship and later coaching several NHL teams, including the Atlanta Thrashers and Calgary Flames.
-
D.
Neil Hamburger
Neil Hamburger is the alter ego of American comedian Gregg Turkington, known for his deliberately awkward, anti-comedy stand-up persona and offbeat comedy albums.
-
E.
Thomas Farriner
Thomas Farriner was a 17th-century London baker historically associated with the origin of the Great Fire of London in 1666.
- 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: James Ritz Triple: [Grand Theft Auto (1977 film), screenwriter, James Ritz]
Generated description
James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Ritz Target entity description: James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
-
A.
William Lundigan
William Lundigan was an American film and television actor active from the 1930s through the 1960s, known for roles in dramas, war films, and early TV series.
-
B.
S. W. Burger
S. W. Burger is the commonly used name of Schalk Willem Burger, a prominent Boer military leader and acting president of the South African Republic during the Second Boer War.
-
C.
Bob Hartley
Bob Hartley is a Canadian professional ice hockey coach best known for leading the Colorado Avalanche to a Stanley Cup championship and later coaching several NHL teams, including the Atlanta Thrashers and Calgary Flames.
-
D.
Neil Hamburger
Neil Hamburger is the alter ego of American comedian Gregg Turkington, known for his deliberately awkward, anti-comedy stand-up persona and offbeat comedy albums.
-
E.
Thomas Farriner
Thomas Farriner was a 17th-century London baker historically associated with the origin of the Great Fire of London in 1666.
- 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_69bd4432b32c81909f3b3c6bd10f0653 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd72bd90948190bf6ca21237402949 |
completed | March 20, 2026, 4:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a3a5a108190a028920b1ae0be7a |
completed | March 21, 2026, 12:08 p.m. |
| NEDg | Description generation | batch_69be8afcf5f0819094fd6351a8f377cc |
completed | March 21, 2026, 12:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b81fa0c8190bd70baa628e85123 |
completed | March 21, 2026, 12:13 p.m. |
Created at: March 20, 2026, 1:34 p.m.