Triple
T2486926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marriage Story |
E55947
|
entity |
| Predicate | cinematographer |
P1953
|
FINISHED |
| Object |
Robbie Ryan
Robbie Ryan is an acclaimed Irish cinematographer known for his distinctive, naturalistic visual style in independent and auteur-driven films.
|
E279267
|
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: Robbie Ryan | Statement: [Marriage Story, cinematographer, Robbie Ryan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robbie Ryan Context triple: [Marriage Story, cinematographer, Robbie Ryan]
-
A.
Liam O’Connor
Liam O’Connor is a British architect best known for designing prominent public memorials, including the Bomber Command Memorial in London.
-
B.
Brendan O'Brien
Brendan O'Brien is a renowned American record producer and mixer known for his work with major rock bands such as Pearl Jam, Bruce Springsteen, and Stone Temple Pilots.
-
C.
Ciarán Kelly
Ciarán Kelly is an Irish former professional football goalkeeper best known for his penalty-saving heroics with Sligo Rovers.
-
D.
Brendan McFarlane
Brendan McFarlane is a former Provisional IRA member from Belfast, best known for his leadership role in the 1981 Irish hunger strikes and his involvement in high-profile republican operations during the Troubles.
-
E.
Robbie Anderson
Robbie Anderson is an American professional football wide receiver who has played in the NFL for multiple teams, including the New York Jets and Carolina Panthers.
- 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: Robbie Ryan Triple: [Marriage Story, cinematographer, Robbie Ryan]
Generated description
Robbie Ryan is an acclaimed Irish cinematographer known for his distinctive, naturalistic visual style in independent and auteur-driven films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robbie Ryan Target entity description: Robbie Ryan is an acclaimed Irish cinematographer known for his distinctive, naturalistic visual style in independent and auteur-driven films.
-
A.
Liam O’Connor
Liam O’Connor is a British architect best known for designing prominent public memorials, including the Bomber Command Memorial in London.
-
B.
Brendan O'Brien
Brendan O'Brien is a renowned American record producer and mixer known for his work with major rock bands such as Pearl Jam, Bruce Springsteen, and Stone Temple Pilots.
-
C.
Ciarán Kelly
Ciarán Kelly is an Irish former professional football goalkeeper best known for his penalty-saving heroics with Sligo Rovers.
-
D.
Brendan McFarlane
Brendan McFarlane is a former Provisional IRA member from Belfast, best known for his leadership role in the 1981 Irish hunger strikes and his involvement in high-profile republican operations during the Troubles.
-
E.
Robbie Anderson
Robbie Anderson is an American professional football wide receiver who has played in the NFL for multiple teams, including the New York Jets and Carolina Panthers.
- 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_69ab49e670a88190b928e08302381710 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd1782ca081909645164a6acf0ea0 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af654aab208190adbc5fb6bd500106 |
completed | March 10, 2026, 12:26 a.m. |
| NEDg | Description generation | batch_69af67db8a048190ab9354fdff3f54b6 |
completed | March 10, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af689f7c4c8190a26270c57da71146 |
completed | March 10, 2026, 12:41 a.m. |
Created at: March 6, 2026, 9:45 p.m.