Triple
T3129878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G.I. Joe: Retaliation |
E65383
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Jon M. Chu
Jon M. Chu is an American film director best known for stylish, music- and dance-driven movies such as the Step Up sequels, Crazy Rich Asians, and In the Heights.
|
E330330
|
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: Jon M. Chu | Statement: [G.I. Joe: Retaliation, director, Jon M. Chu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jon M. Chu Context triple: [G.I. Joe: Retaliation, director, Jon M. Chu]
-
A.
Justin Lin
Justin Lin is a Taiwanese-American film director best known for revitalizing the Fast & Furious franchise and directing the science-fiction film Star Trek Beyond.
-
B.
Gareth Evans
Gareth Evans was a British philosopher renowned for his influential work in the philosophy of language and mind, particularly on reference, identity, and the nature of thought.
-
C.
Sacha Gervasi
Sacha Gervasi is a British screenwriter and director known for films such as "The Terminal" and the documentary "Anvil! The Story of Anvil."
-
D.
Alex Gansa
Alex Gansa is an American television writer and producer best known for co-creating and showrunning the acclaimed political thriller series "Homeland."
-
E.
Garth Davis
Garth Davis is an Australian film and television director best known for his critically acclaimed feature "Lion" and work on the series "Top of the Lake."
- 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: Jon M. Chu Triple: [G.I. Joe: Retaliation, director, Jon M. Chu]
Generated description
Jon M. Chu is an American film director best known for stylish, music- and dance-driven movies such as the Step Up sequels, Crazy Rich Asians, and In the Heights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jon M. Chu Target entity description: Jon M. Chu is an American film director best known for stylish, music- and dance-driven movies such as the Step Up sequels, Crazy Rich Asians, and In the Heights.
-
A.
Justin Lin
Justin Lin is a Taiwanese-American film director best known for revitalizing the Fast & Furious franchise and directing the science-fiction film Star Trek Beyond.
-
B.
Gareth Evans
Gareth Evans was a British philosopher renowned for his influential work in the philosophy of language and mind, particularly on reference, identity, and the nature of thought.
-
C.
Sacha Gervasi
Sacha Gervasi is a British screenwriter and director known for films such as "The Terminal" and the documentary "Anvil! The Story of Anvil."
-
D.
Alex Gansa
Alex Gansa is an American television writer and producer best known for co-creating and showrunning the acclaimed political thriller series "Homeland."
-
E.
Garth Davis
Garth Davis is an Australian film and television director best known for his critically acclaimed feature "Lion" and work on the series "Top of the Lake."
- 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_69ad8580c72481909672d37acf647893 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada549aaa881908dcf92d20fa6f238 |
completed | March 8, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f7f9e288190af5f2b2aa6ff63b3 |
completed | March 12, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b2135f05c88190b926556828a038ac |
completed | March 12, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b214268d588190996d909297baaffc |
completed | March 12, 2026, 1:17 a.m. |
Created at: March 8, 2026, 3:04 p.m.