Triple
T22389311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Heart Wants What It Wants |
E553473
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
David Jost
David Jost is a German music producer and songwriter known for his work with international pop acts such as Tokio Hotel and Selena Gomez.
|
E1534502
|
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: David Jost | Statement: [The Heart Wants What It Wants, writer, David Jost]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Jost Context triple: [The Heart Wants What It Wants, writer, David Jost]
-
A.
James H. Merrell
James H. Merrell is an American historian and ethnohistorian known for his influential scholarship on Native American history and cultures in colonial North America.
-
B.
Daniel Kountz
Daniel Kountz is an American actor best known for his role in the Disney Channel film "Halloweentown II: Kalabar's Revenge" and for his ongoing collaborations with actress and author Kimberly J. Brown.
-
C.
James C. Strouse
James C. Strouse is an American screenwriter and director known for character-driven independent films such as "Grace Is Gone," "The Winning Season," and "The Hollars."
-
D.
Brian Raffel
Brian Raffel is an American video game developer and co-founder of Raven Software, known for his leadership on titles such as the Heretic and Hexen series.
-
E.
Bryan Furst
Bryan Furst is a film producer known for his work on genre movies, including serving as a producer on the 2023 horror-comedy "Renfield."
- 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: David Jost Triple: [The Heart Wants What It Wants, writer, David Jost]
Generated description
David Jost is a German music producer and songwriter known for his work with international pop acts such as Tokio Hotel and Selena Gomez.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Jost Target entity description: David Jost is a German music producer and songwriter known for his work with international pop acts such as Tokio Hotel and Selena Gomez.
-
A.
James H. Merrell
James H. Merrell is an American historian and ethnohistorian known for his influential scholarship on Native American history and cultures in colonial North America.
-
B.
Daniel Kountz
Daniel Kountz is an American actor best known for his role in the Disney Channel film "Halloweentown II: Kalabar's Revenge" and for his ongoing collaborations with actress and author Kimberly J. Brown.
-
C.
James C. Strouse
James C. Strouse is an American screenwriter and director known for character-driven independent films such as "Grace Is Gone," "The Winning Season," and "The Hollars."
-
D.
Brian Raffel
Brian Raffel is an American video game developer and co-founder of Raven Software, known for his leadership on titles such as the Heretic and Hexen series.
-
E.
Bryan Furst
Bryan Furst is a film producer known for his work on genre movies, including serving as a producer on the 2023 horror-comedy "Renfield."
- 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_69e11e4cf87c8190a1ff474daec326b7 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15858c13c819098fe66a50ecea7d7 |
completed | April 29, 2026, 1:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae9c00c4c819093f9eb6b95964a6a |
completed | May 18, 2026, 10:28 a.m. |
| NEDg | Description generation | batch_6a0aead9d9cc8190ba7445bb8707ccf4 |
completed | May 18, 2026, 10:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aeb6252248190a7cb0df06afd4db2 |
completed | May 18, 2026, 10:35 a.m. |
Created at: April 16, 2026, 8:45 p.m.