Triple
T12358338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jon Hurwitz |
E294667
|
entity |
| Predicate | hasCollaborator |
P10645
|
FINISHED |
| Object |
Josh Heald
Josh Heald is an American screenwriter, producer, and director best known as a co-creator of the television series "Cobra Kai."
|
E1007261
|
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: Josh Heald | Statement: [Jon Hurwitz, hasCollaborator, Josh Heald]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Josh Heald Context triple: [Jon Hurwitz, hasCollaborator, Josh Heald]
-
A.
James Heath
James Heath is a relatively common personal name shared by multiple individuals across various professions, including politics, sports, and the arts.
-
B.
Jason Hehir
Jason Hehir is an American documentary filmmaker best known for directing high-profile sports documentaries, including the acclaimed Michael Jordan and Chicago Bulls series "The Last Dance."
-
C.
Eric McLeod
Eric McLeod is a film producer known for his work on major Hollywood action and genre movies, including the monster crossover blockbuster "Godzilla vs. Kong."
-
D.
Matt Squire
Matt Squire is an American record producer and songwriter known for his work with prominent pop-punk, rock, and pop artists such as Panic! at the Disco, All Time Low, and Ariana Grande.
-
E.
Josh Heird
Josh Heird is a collegiate athletics administrator who serves as the athletic director overseeing the University of Louisville’s sports programs.
- 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: Josh Heald Triple: [Jon Hurwitz, hasCollaborator, Josh Heald]
Generated description
Josh Heald is an American screenwriter, producer, and director best known as a co-creator of the television series "Cobra Kai."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Josh Heald Target entity description: Josh Heald is an American screenwriter, producer, and director best known as a co-creator of the television series "Cobra Kai."
-
A.
James Heath
James Heath is a relatively common personal name shared by multiple individuals across various professions, including politics, sports, and the arts.
-
B.
Jason Hehir
Jason Hehir is an American documentary filmmaker best known for directing high-profile sports documentaries, including the acclaimed Michael Jordan and Chicago Bulls series "The Last Dance."
-
C.
Eric McLeod
Eric McLeod is a film producer known for his work on major Hollywood action and genre movies, including the monster crossover blockbuster "Godzilla vs. Kong."
-
D.
Matt Squire
Matt Squire is an American record producer and songwriter known for his work with prominent pop-punk, rock, and pop artists such as Panic! at the Disco, All Time Low, and Ariana Grande.
-
E.
Josh Heird
Josh Heird is a collegiate athletics administrator who serves as the athletic director overseeing the University of Louisville’s sports programs.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f8e64dc81908c2242c68cd1b86e |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69b7e7454819099d89db93d0fc1ea |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69c46a6208190a113aefbce1bbaac |
completed | May 3, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69cead6d881909765424b5391a613 |
completed | May 3, 2026, 12:55 a.m. |
Created at: April 8, 2026, 9:54 p.m.