Triple
T5188302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Thunder |
E117085
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Don Jakoby
Don Jakoby is an American screenwriter known for his work on science fiction and action films, including contributions to movies like "Blue Thunder" and "Arachnophobia."
|
E502131
|
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: Don Jakoby | Statement: [Blue Thunder, screenwriter, Don Jakoby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Don Jakoby Context triple: [Blue Thunder, screenwriter, Don Jakoby]
-
A.
Don Otten
Don Otten was an American professional basketball center who played in the early years of the NBA, including for the Tri-Cities Blackhawks.
-
B.
Herbie Mann
Herbie Mann was an influential American jazz flutist and bandleader known for pioneering the fusion of jazz with world music styles such as Latin, Brazilian, and Middle Eastern music.
-
C.
Jo Johnson
Jo Johnson is a British Conservative politician and former Member of Parliament who has held ministerial roles, particularly in higher education and transport, and is the younger brother of former Prime Minister Boris Johnson.
-
D.
John Melendez
John Melendez is an American comedian, writer, and radio personality best known as "Stuttering John" from The Howard Stern Show and as a longtime staff member and announcer on The Tonight Show with Jay Leno.
-
E.
Janno Lieber
Janno Lieber is an American public official and transportation executive who leads New York’s Metropolitan Transportation Authority, overseeing the city’s vast subway, bus, and commuter rail systems.
- 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: Don Jakoby Triple: [Blue Thunder, screenwriter, Don Jakoby]
Generated description
Don Jakoby is an American screenwriter known for his work on science fiction and action films, including contributions to movies like "Blue Thunder" and "Arachnophobia."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Don Jakoby Target entity description: Don Jakoby is an American screenwriter known for his work on science fiction and action films, including contributions to movies like "Blue Thunder" and "Arachnophobia."
-
A.
Don Otten
Don Otten was an American professional basketball center who played in the early years of the NBA, including for the Tri-Cities Blackhawks.
-
B.
Herbie Mann
Herbie Mann was an influential American jazz flutist and bandleader known for pioneering the fusion of jazz with world music styles such as Latin, Brazilian, and Middle Eastern music.
-
C.
Jo Johnson
Jo Johnson is a British Conservative politician and former Member of Parliament who has held ministerial roles, particularly in higher education and transport, and is the younger brother of former Prime Minister Boris Johnson.
-
D.
John Melendez
John Melendez is an American comedian, writer, and radio personality best known as "Stuttering John" from The Howard Stern Show and as a longtime staff member and announcer on The Tonight Show with Jay Leno.
-
E.
Janno Lieber
Janno Lieber is an American public official and transportation executive who leads New York’s Metropolitan Transportation Authority, overseeing the city’s vast subway, bus, and commuter rail systems.
- 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79c56280819085926316f7b520bc |
completed | March 20, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee08af954819080dbe7ea1ac6ddb0 |
completed | March 21, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69bee5fc0c408190b4ad4b77e0045182 |
completed | March 21, 2026, 6:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee6b954c08190a353ebcfe829888a |
completed | March 21, 2026, 6:43 p.m. |
Created at: March 20, 2026, 1:46 p.m.