Triple
T15669219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | (500) Days of Summer |
E377263
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
Matthew Gray Gubler
Matthew Gray Gubler is an American actor, director, and former fashion model best known for his role as Dr. Spencer Reid on the television series "Criminal Minds."
|
E1170060
|
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: Matthew Gray Gubler | Statement: [(500) Days of Summer, castMember, Matthew Gray Gubler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew Gray Gubler Context triple: [(500) Days of Summer, castMember, Matthew Gray Gubler]
-
A.
Jessica Capshaw
Jessica Capshaw is an American actress best known for her role as Dr. Arizona Robbins on the television series "Grey's Anatomy."
-
B.
Laura Prepon
Laura Prepon is an American actress best known for her roles on the television series That '70s Show and Orange Is the New Black.
-
C.
Ariel Winter
Ariel Winter is an American actress best known for playing Alex Dunphy on the hit television sitcom "Modern Family."
-
D.
Emma Roberts
Emma Roberts is an American actress and singer known for her roles in films like "Nancy Drew" and TV series such as "American Horror Story" and "Scream Queens."
-
E.
Alexis Bledel
Alexis Bledel is an American actress best known for her breakout role as Rory Gilmore on the television series "Gilmore Girls" and later for her acclaimed work in "The Handmaid's Tale."
- 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: Matthew Gray Gubler Triple: [(500) Days of Summer, castMember, Matthew Gray Gubler]
Generated description
Matthew Gray Gubler is an American actor, director, and former fashion model best known for his role as Dr. Spencer Reid on the television series "Criminal Minds."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew Gray Gubler Target entity description: Matthew Gray Gubler is an American actor, director, and former fashion model best known for his role as Dr. Spencer Reid on the television series "Criminal Minds."
-
A.
Jessica Capshaw
Jessica Capshaw is an American actress best known for her role as Dr. Arizona Robbins on the television series "Grey's Anatomy."
-
B.
Laura Prepon
Laura Prepon is an American actress best known for her roles on the television series That '70s Show and Orange Is the New Black.
-
C.
Ariel Winter
Ariel Winter is an American actress best known for playing Alex Dunphy on the hit television sitcom "Modern Family."
-
D.
Emma Roberts
Emma Roberts is an American actress and singer known for her roles in films like "Nancy Drew" and TV series such as "American Horror Story" and "Scream Queens."
-
E.
Alexis Bledel
Alexis Bledel is an American actress best known for her breakout role as Rory Gilmore on the television series "Gilmore Girls" and later for her acclaimed work in "The Handmaid's Tale."
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f1254508190a77a16b7bfd299ad |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff67a431208190b7e0d1eefd55504a |
completed | May 9, 2026, 4:58 p.m. |
| NEDg | Description generation | batch_69ff6959c200819098d11682b3078766 |
completed | May 9, 2026, 5:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff69b4b9dc8190920c399b737cf2a3 |
completed | May 9, 2026, 5:07 p.m. |
Created at: April 10, 2026, 4:16 a.m.