Triple
T1788468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avengers: Infinity War |
E39441
|
entity |
| Predicate | cinematographer |
P1953
|
FINISHED |
| Object |
Trent Opaloch
Trent Opaloch is a Canadian cinematographer known for his frequent collaborations with directors like the Russo brothers and Neill Blomkamp on major films such as Captain America: The Winter Soldier and District 9.
|
E199160
|
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: Trent Opaloch | Statement: [Avengers: Infinity War, cinematographer, Trent Opaloch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trent Opaloch Context triple: [Avengers: Infinity War, cinematographer, Trent Opaloch]
-
A.
Brady Tkachuk
Brady Tkachuk is an American professional ice hockey power forward in the NHL known for his physical play, scoring ability, and leadership with the Ottawa Senators.
-
B.
T.J. Oshie
T.J. Oshie is an American professional ice hockey forward known for his scoring ability, physical play, and clutch performances in the NHL and international competition.
-
C.
TJ Holowaychuk
TJ Holowaychuk is a prolific open-source software engineer best known for creating the popular Node.js web framework Express.js and numerous other developer tools and libraries.
-
D.
John Tavares
John Tavares is a Canadian professional ice hockey center and star NHL player known for his scoring ability and leadership.
-
E.
Jonathan Huberdeau
Jonathan Huberdeau is a Canadian professional ice hockey winger known as a highly skilled playmaker and former NHL All-Star.
- 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: Trent Opaloch Triple: [Avengers: Infinity War, cinematographer, Trent Opaloch]
Generated description
Trent Opaloch is a Canadian cinematographer known for his frequent collaborations with directors like the Russo brothers and Neill Blomkamp on major films such as Captain America: The Winter Soldier and District 9.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trent Opaloch Target entity description: Trent Opaloch is a Canadian cinematographer known for his frequent collaborations with directors like the Russo brothers and Neill Blomkamp on major films such as Captain America: The Winter Soldier and District 9.
-
A.
Brady Tkachuk
Brady Tkachuk is an American professional ice hockey power forward in the NHL known for his physical play, scoring ability, and leadership with the Ottawa Senators.
-
B.
T.J. Oshie
T.J. Oshie is an American professional ice hockey forward known for his scoring ability, physical play, and clutch performances in the NHL and international competition.
-
C.
TJ Holowaychuk
TJ Holowaychuk is a prolific open-source software engineer best known for creating the popular Node.js web framework Express.js and numerous other developer tools and libraries.
-
D.
John Tavares
John Tavares is a Canadian professional ice hockey center and star NHL player known for his scoring ability and leadership.
-
E.
Jonathan Huberdeau
Jonathan Huberdeau is a Canadian professional ice hockey winger known as a highly skilled playmaker and former NHL All-Star.
- 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_69a88631854081909723959921e45c2b |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa650fd3448190a6a2c979db982cae |
completed | March 6, 2026, 5:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada9a8a69c8190885bf06a06d3869f |
completed | March 8, 2026, 4:54 p.m. |
| NEDg | Description generation | batch_69adaab488ec81909a340aab4916b90f |
completed | March 8, 2026, 4:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaf3cd23081909dd27c5de8e3f6d2 |
completed | March 8, 2026, 5:17 p.m. |
Created at: March 4, 2026, 7:32 p.m.