Triple
T20323799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walt Dohrn |
E492279
|
entity |
| Predicate | coDirectedWith |
P17194
|
FINISHED |
| Object |
Tim Heitz
Tim Heitz is an American film director and animator best known for his work on DreamWorks Animation features, including co-directing entries in the Trolls franchise.
|
E1427050
|
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: Tim Heitz | Statement: [Walt Dohrn, coDirectedWith, Tim Heitz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tim Heitz Context triple: [Walt Dohrn, coDirectedWith, Tim Heitz]
-
A.
Tim Herbst
Tim Herbst is an American Republican politician and former First Selectman of Trumbull, Connecticut, known for his 2018 campaign for governor of Connecticut.
-
B.
Kevin Hearn
Kevin Hearn is a Canadian musician and multi-instrumentalist best known as the longtime keyboardist and guitarist for the band Barenaked Ladies.
-
C.
Steve Heighway
Steve Heighway is a former Irish professional footballer best known as a legendary Liverpool FC winger during the 1970s, winning multiple league titles and European Cups.
-
D.
Scott Heiferman
Scott Heiferman is an American entrepreneur best known for co-founding the social networking platform Meetup, which helps people organize and attend local in-person events.
-
E.
Joe Heitz
Joe Heitz was a pioneering Napa Valley winemaker and founder of Heitz Cellar, renowned for helping establish California Cabernet Sauvignon as a world-class wine.
- 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: Tim Heitz Triple: [Walt Dohrn, coDirectedWith, Tim Heitz]
Generated description
Tim Heitz is an American film director and animator best known for his work on DreamWorks Animation features, including co-directing entries in the Trolls franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tim Heitz Target entity description: Tim Heitz is an American film director and animator best known for his work on DreamWorks Animation features, including co-directing entries in the Trolls franchise.
-
A.
Tim Herbst
Tim Herbst is an American Republican politician and former First Selectman of Trumbull, Connecticut, known for his 2018 campaign for governor of Connecticut.
-
B.
Kevin Hearn
Kevin Hearn is a Canadian musician and multi-instrumentalist best known as the longtime keyboardist and guitarist for the band Barenaked Ladies.
-
C.
Steve Heighway
Steve Heighway is a former Irish professional footballer best known as a legendary Liverpool FC winger during the 1970s, winning multiple league titles and European Cups.
-
D.
Scott Heiferman
Scott Heiferman is an American entrepreneur best known for co-founding the social networking platform Meetup, which helps people organize and attend local in-person events.
-
E.
Joe Heitz
Joe Heitz was a pioneering Napa Valley winemaker and founder of Heitz Cellar, renowned for helping establish California Cabernet Sauvignon as a world-class wine.
- 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_69e0b4a0134081909113563e1c3ba68a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6778e59508190bfd7a3ce44d56a93 |
completed | April 20, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087077b47c8190a554bb01a48f7500 |
completed | May 16, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_6a0871146b248190ac91cf010a984e1f |
completed | May 16, 2026, 1:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0871a818688190ad69bcf84e33d014 |
completed | May 16, 2026, 1:31 p.m. |
Created at: April 16, 2026, 11:21 a.m.