Triple
T2151882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toy Story 4 |
E47798
|
entity |
| Predicate | storyBy |
P1955
|
FINISHED |
| Object |
Martin Hynes
Martin Hynes is an American screenwriter and filmmaker best known for co-writing the story for Pixar’s animated film "Toy Story 4."
|
E238795
|
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: Martin Hynes | Statement: [Toy Story 4, storyBy, Martin Hynes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Hynes Context triple: [Toy Story 4, storyBy, Martin Hynes]
-
A.
Deval Patrick
Deval Patrick is an American politician, lawyer, and former two-term Democratic governor of Massachusetts who was the state's first African American governor.
-
B.
Maura Healey
Maura Healey is an American politician and attorney who became the first woman and first openly lesbian governor of Massachusetts.
-
C.
Nancy Hayes Sununu
Nancy Hayes Sununu is the wife of former New Hampshire governor and White House Chief of Staff John H. Sununu and the matriarch of the prominent Sununu political family.
-
D.
Tom Keene
Tom Keene was an American actor best known for his roles in Western films during the 1930s and 1940s.
-
E.
Richard J. Codey
Richard J. Codey is a longtime New Jersey politician who served as the state's governor and Senate president.
- 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: Martin Hynes Triple: [Toy Story 4, storyBy, Martin Hynes]
Generated description
Martin Hynes is an American screenwriter and filmmaker best known for co-writing the story for Pixar’s animated film "Toy Story 4."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martin Hynes Target entity description: Martin Hynes is an American screenwriter and filmmaker best known for co-writing the story for Pixar’s animated film "Toy Story 4."
-
A.
Deval Patrick
Deval Patrick is an American politician, lawyer, and former two-term Democratic governor of Massachusetts who was the state's first African American governor.
-
B.
Maura Healey
Maura Healey is an American politician and attorney who became the first woman and first openly lesbian governor of Massachusetts.
-
C.
Nancy Hayes Sununu
Nancy Hayes Sununu is the wife of former New Hampshire governor and White House Chief of Staff John H. Sununu and the matriarch of the prominent Sununu political family.
-
D.
Tom Keene
Tom Keene was an American actor best known for his roles in Western films during the 1930s and 1940s.
-
E.
Richard J. Codey
Richard J. Codey is a longtime New Jersey politician who served as the state's governor and Senate president.
- 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.