Triple
T2151875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toy Story 4 |
E47798
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Stephany Folsom
Stephany Folsom is an American screenwriter best known for co-writing Pixar’s animated film "Toy Story 4" and contributing to various high-profile film and television projects.
|
E248445
|
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: Stephany Folsom | Statement: [Toy Story 4, screenwriter, Stephany Folsom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephany Folsom Context triple: [Toy Story 4, screenwriter, Stephany Folsom]
-
A.
Shannon McGahn
Shannon McGahn is an American attorney and government affairs professional known for her senior roles in Republican politics and on Capitol Hill, including serving as the first female chief lobbyist for the National Association of Realtors.
-
B.
Brooke Lierman
Brooke Lierman is an American politician and attorney who serves as Maryland’s statewide elected comptroller, overseeing the state’s fiscal operations and tax collection.
-
C.
Bridget Moynahan
Bridget Moynahan is an American actress and model best known for her roles in films like "Coyote Ugly" and "I, Robot" and the TV series "Blue Bloods."
-
D.
Janai Nelson
Janai Nelson is a civil rights attorney and legal scholar who serves as the president and director-counsel of the NAACP Legal Defense and Educational Fund, one of the United States’ leading racial justice organizations.
-
E.
Katie O'Malley
Katie O'Malley is an American jurist and former Maryland District Court judge who served as First Lady of Maryland during Martin O'Malley's governorship.
- 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: Stephany Folsom Triple: [Toy Story 4, screenwriter, Stephany Folsom]
Generated description
Stephany Folsom is an American screenwriter best known for co-writing Pixar’s animated film "Toy Story 4" and contributing to various high-profile film and television projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephany Folsom Target entity description: Stephany Folsom is an American screenwriter best known for co-writing Pixar’s animated film "Toy Story 4" and contributing to various high-profile film and television projects.
-
A.
Shannon McGahn
Shannon McGahn is an American attorney and government affairs professional known for her senior roles in Republican politics and on Capitol Hill, including serving as the first female chief lobbyist for the National Association of Realtors.
-
B.
Brooke Lierman
Brooke Lierman is an American politician and attorney who serves as Maryland’s statewide elected comptroller, overseeing the state’s fiscal operations and tax collection.
-
C.
Bridget Moynahan
Bridget Moynahan is an American actress and model best known for her roles in films like "Coyote Ugly" and "I, Robot" and the TV series "Blue Bloods."
-
D.
Janai Nelson
Janai Nelson is a civil rights attorney and legal scholar who serves as the president and director-counsel of the NAACP Legal Defense and Educational Fund, one of the United States’ leading racial justice organizations.
-
E.
Katie O'Malley
Katie O'Malley is an American jurist and former Maryland District Court judge who served as First Lady of Maryland during Martin O'Malley's governorship.
- 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_69ae6aee10b08190abeb6059d4d2ad0a |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6c3a69548190a04cdd492c537fd0 |
completed | March 9, 2026, 6:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6cd61e808190aefca4d4aa1f8e39 |
completed | March 9, 2026, 6:46 a.m. |
Created at: March 4, 2026, 7:44 p.m.