Triple
T9937235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eternals (film) |
E193988
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Ryan Firpo
Ryan Firpo is a screenwriter best known for co-writing Marvel Studios' superhero film "Eternals."
|
E830871
|
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: Ryan Firpo | Statement: [Eternals (film), screenwriter, Ryan Firpo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Firpo Context triple: [Eternals (film), screenwriter, Ryan Firpo]
-
A.
Harvey Fisk
Harvey Fisk was a prominent 19th-century American banker and bond dealer known for his role in financing the U.S. government during and after the Civil War.
-
B.
Tom Leahy
Tom Leahy is a name shared by several notable individuals, including athletes and public figures distinguished in their respective fields.
-
C.
Leon Barmore
Leon Barmore is a legendary women's college basketball coach best known for leading the Louisiana Tech Lady Techsters to national prominence and multiple NCAA championships.
-
D.
Willard Mackey
Willard Mackey is an individual significant enough in the field of mechanical engineering to have a named professorship at Johns Hopkins University established in his honor.
-
E.
Ralph Boston
Ralph Boston was an American track and field athlete best known for breaking the long jump world record and winning the gold medal at the 1960 Rome Olympics.
- 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: Ryan Firpo Triple: [Eternals (film), screenwriter, Ryan Firpo]
Generated description
Ryan Firpo is a screenwriter best known for co-writing Marvel Studios' superhero film "Eternals."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan Firpo Target entity description: Ryan Firpo is a screenwriter best known for co-writing Marvel Studios' superhero film "Eternals."
-
A.
Harvey Fisk
Harvey Fisk was a prominent 19th-century American banker and bond dealer known for his role in financing the U.S. government during and after the Civil War.
-
B.
Tom Leahy
Tom Leahy is a name shared by several notable individuals, including athletes and public figures distinguished in their respective fields.
-
C.
Leon Barmore
Leon Barmore is a legendary women's college basketball coach best known for leading the Louisiana Tech Lady Techsters to national prominence and multiple NCAA championships.
-
D.
Willard Mackey
Willard Mackey is an individual significant enough in the field of mechanical engineering to have a named professorship at Johns Hopkins University established in his honor.
-
E.
Ralph Boston
Ralph Boston was an American track and field athlete best known for breaking the long jump world record and winning the gold medal at the 1960 Rome Olympics.
- 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_69ca82e409348190a393777356b80a2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb5e4e19881909879b394090d6629 |
completed | April 2, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d228f259b081909ce8a90ec1adad0d |
completed | April 5, 2026, 9:18 a.m. |
| NEDg | Description generation | batch_69d22a78819481908ccff34730464f19 |
completed | April 5, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22b0fea588190a4928c361c2367ca |
completed | April 5, 2026, 9:27 a.m. |
Created at: March 30, 2026, 8:44 p.m.