Triple
T2151873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toy Story 4 |
E47798
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Mark Nielsen
Mark Nielsen is a film producer best known for his work on Pixar's animated feature "Toy Story 4."
|
E238793
|
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: Mark Nielsen | Statement: [Toy Story 4, producer, Mark Nielsen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Nielsen Context triple: [Toy Story 4, producer, Mark Nielsen]
-
A.
Jesse James Garrett
Jesse James Garrett is an American user experience designer and author best known for coining the term AJAX and influencing modern web application design.
-
B.
Jonathan Schwartz
Jonathan Schwartz is a film producer best known for his work on acclaimed independent movies such as "Like Crazy."
-
C.
Phil Zimmermann
Phil Zimmermann is an American cryptographer best known as the creator of Pretty Good Privacy (PGP), a widely used email encryption software that helped popularize strong cryptography for the public.
-
D.
Mitchell Baker
Mitchell Baker is an American business leader and open-source advocate best known as the longtime chair and former CEO of Mozilla, where she has guided the development of the Firefox web browser and the organization’s internet-for-good mission.
-
E.
Tod Nielsen
Tod Nielsen is a technology executive known for senior leadership roles at major software companies, including serving as a top executive at Borland and later at firms like Salesforce and Heroku.
- 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: Mark Nielsen Triple: [Toy Story 4, producer, Mark Nielsen]
Generated description
Mark Nielsen is a film producer best known for his work on Pixar's animated feature "Toy Story 4."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Nielsen Target entity description: Mark Nielsen is a film producer best known for his work on Pixar's animated feature "Toy Story 4."
-
A.
Jesse James Garrett
Jesse James Garrett is an American user experience designer and author best known for coining the term AJAX and influencing modern web application design.
-
B.
Jonathan Schwartz
Jonathan Schwartz is a film producer best known for his work on acclaimed independent movies such as "Like Crazy."
-
C.
Phil Zimmermann
Phil Zimmermann is an American cryptographer best known as the creator of Pretty Good Privacy (PGP), a widely used email encryption software that helped popularize strong cryptography for the public.
-
D.
Mitchell Baker
Mitchell Baker is an American business leader and open-source advocate best known as the longtime chair and former CEO of Mozilla, where she has guided the development of the Firefox web browser and the organization’s internet-for-good mission.
-
E.
Tod Nielsen
Tod Nielsen is a technology executive known for senior leadership roles at major software companies, including serving as a top executive at Borland and later at firms like Salesforce and Heroku.
- 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_69a88a1d1fd8819088b34990d69a712f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe48ad148190a7d6cc88fd38a660 |
completed | March 7, 2026, 5:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58dedd3c8190a876819616903392 |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae59cf88688190a1d963855a643cde |
completed | March 9, 2026, 5:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a3079b08190ba25a44d4041f687 |
completed | March 9, 2026, 5:27 a.m. |
Created at: March 4, 2026, 7:44 p.m.