Triple
T5203548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Last Chance Harvey |
E117452
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Joel Hopkins
Joel Hopkins is a British film director and screenwriter known for character-driven romantic comedies such as "Last Chance Harvey."
|
E525127
|
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: Joel Hopkins | Statement: [Last Chance Harvey, director, Joel Hopkins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joel Hopkins Context triple: [Last Chance Harvey, director, Joel Hopkins]
-
A.
Fred Hopkins
Fred Hopkins was an influential American jazz double bassist known for his innovative work in the avant-garde and free jazz scenes, particularly with the trio Air.
-
B.
Joel Graham
Joel Graham is a central character on the television series "Parenthood," portrayed as a devoted husband and father balancing family life with personal and professional challenges.
-
C.
Joel Parker
Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
-
D.
Jon Hoeber
Jon Hoeber is an American screenwriter best known for co-writing action and thriller films such as "Red" and its sequel, as well as various big-budget genre movies.
-
E.
Matt Firor
Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
- 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: Joel Hopkins Triple: [Last Chance Harvey, director, Joel Hopkins]
Generated description
Joel Hopkins is a British film director and screenwriter known for character-driven romantic comedies such as "Last Chance Harvey."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joel Hopkins Target entity description: Joel Hopkins is a British film director and screenwriter known for character-driven romantic comedies such as "Last Chance Harvey."
-
A.
Fred Hopkins
Fred Hopkins was an influential American jazz double bassist known for his innovative work in the avant-garde and free jazz scenes, particularly with the trio Air.
-
B.
Joel Graham
Joel Graham is a central character on the television series "Parenthood," portrayed as a devoted husband and father balancing family life with personal and professional challenges.
-
C.
Joel Parker
Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
-
D.
Jon Hoeber
Jon Hoeber is an American screenwriter best known for co-writing action and thriller films such as "Red" and its sequel, as well as various big-budget genre movies.
-
E.
Matt Firor
Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
- 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_69bd4463dd3c81909966123f20b79d57 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a46393c81908da08f4fbfb6147d |
completed | March 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf857b83f08190b2d575a052198ff1 |
completed | March 22, 2026, 6 a.m. |
| NEDg | Description generation | batch_69bf864a97fc8190874fbe65add98f72 |
completed | March 22, 2026, 6:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf8696d57881908801fda7de349561 |
completed | March 22, 2026, 6:05 a.m. |
Created at: March 20, 2026, 1:47 p.m.