Triple
T16228993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Substitute |
E393929
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Jonathan Shale
Jonathan Shale is the tough, ex-mercenary protagonist of the action film "The Substitute," who goes undercover as a high school teacher to combat crime and corruption.
|
E1200890
|
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 Shale | Statement: [The Substitute, character, Jonathan Shale]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jonathan Shale Context triple: [The Substitute, character, Jonathan Shale]
-
A.
Jon Shafer
Jon Shafer is a video game designer best known as the lead designer of Sid Meier’s Civilization V.
-
B.
John Lazzaro
John Lazzaro is an electrical engineer and computer scientist known for his work in neuromorphic engineering and VLSI design, particularly in collaboration with Carver Mead’s research lineage.
-
C.
Connor Schell
Connor Schell is an American television and film producer best known for his work at ESPN, where he helped pioneer high-quality sports storytelling and documentary programming.
-
D.
Jaime Murray
Jaime Murray is a British actress best known for her roles in television series such as "Hustle," "Dexter," and "Warehouse 13."
-
E.
Nathan Reed
Nathan Reed is the brother of American actress and screenwriter Nikki Reed.
- 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 Shale Triple: [The Substitute, character, Jonathan Shale]
Generated description
Jonathan Shale is the tough, ex-mercenary protagonist of the action film "The Substitute," who goes undercover as a high school teacher to combat crime and corruption.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jonathan Shale Target entity description: Jonathan Shale is the tough, ex-mercenary protagonist of the action film "The Substitute," who goes undercover as a high school teacher to combat crime and corruption.
-
A.
Jon Shafer
Jon Shafer is a video game designer best known as the lead designer of Sid Meier’s Civilization V.
-
B.
John Lazzaro
John Lazzaro is an electrical engineer and computer scientist known for his work in neuromorphic engineering and VLSI design, particularly in collaboration with Carver Mead’s research lineage.
-
C.
Connor Schell
Connor Schell is an American television and film producer best known for his work at ESPN, where he helped pioneer high-quality sports storytelling and documentary programming.
-
D.
Jaime Murray
Jaime Murray is a British actress best known for her roles in television series such as "Hustle," "Dexter," and "Warehouse 13."
-
E.
Nathan Reed
Nathan Reed is the brother of American actress and screenwriter Nikki Reed.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d2889688190ac04e4e9479cabf4 |
completed | April 17, 2026, 2:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00079e83f08190a260751fd8b55eef |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a00089a498c819092685d13f975e7cd |
completed | May 10, 2026, 4:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0009042b288190b3a756354c04dfd3 |
completed | May 10, 2026, 4:26 a.m. |
Created at: April 10, 2026, 5:03 a.m.