Triple
T2644522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dumbo (2019 film) |
E62952
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Justin Springer
Justin Springer is a film producer known for his work on major studio projects, including Disney live-action features.
|
E285401
|
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: Justin Springer | Statement: [Dumbo (2019 film), producer, Justin Springer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin Springer Context triple: [Dumbo (2019 film), producer, Justin Springer]
-
A.
James Todd Smith
James Todd Smith is the birth name of LL Cool J, the influential American rapper and actor known for pioneering hip hop’s mainstream success.
-
B.
David Ray Roberts
David Ray Roberts is a former Major League Baseball outfielder and current manager, best known for his pivotal stolen base in the 2004 ALCS with the Boston Red Sox and for managing the Los Angeles Dodgers.
-
C.
Al Reinert
Al Reinert was an American journalist, filmmaker, and Oscar-nominated screenwriter best known for his work on space-themed films and documentaries, including co-writing the screenplay for "Apollo 13."
-
D.
Lance Briggs
Lance Briggs is a former NFL linebacker best known for his long, Pro Bowl–caliber career with the Chicago Bears.
-
E.
Mark Whitacre
Mark Whitacre is a real-life American whistleblower and former corporate executive whose story of exposing price-fixing at Archer Daniels Midland was dramatized in the film "The Informant!".
- 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: Justin Springer Triple: [Dumbo (2019 film), producer, Justin Springer]
Generated description
Justin Springer is a film producer known for his work on major studio projects, including Disney live-action features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Justin Springer Target entity description: Justin Springer is a film producer known for his work on major studio projects, including Disney live-action features.
-
A.
James Todd Smith
James Todd Smith is the birth name of LL Cool J, the influential American rapper and actor known for pioneering hip hop’s mainstream success.
-
B.
David Ray Roberts
David Ray Roberts is a former Major League Baseball outfielder and current manager, best known for his pivotal stolen base in the 2004 ALCS with the Boston Red Sox and for managing the Los Angeles Dodgers.
-
C.
Al Reinert
Al Reinert was an American journalist, filmmaker, and Oscar-nominated screenwriter best known for his work on space-themed films and documentaries, including co-writing the screenplay for "Apollo 13."
-
D.
Lance Briggs
Lance Briggs is a former NFL linebacker best known for his long, Pro Bowl–caliber career with the Chicago Bears.
-
E.
Mark Whitacre
Mark Whitacre is a real-life American whistleblower and former corporate executive whose story of exposing price-fixing at Archer Daniels Midland was dramatized in the film "The Informant!".
- 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_69ab4c3f2dcc819082df80f5e032f690 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abd917192081908e7a2cf780a17b83 |
completed | March 7, 2026, 7:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98c50d108190b716dd51c34d3759 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af9952a95881908d01aa13f5feef43 |
completed | March 10, 2026, 4:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af99e68f10819094d758d3a4bc2e9c |
completed | March 10, 2026, 4:11 a.m. |
Created at: March 6, 2026, 9:53 p.m.