Triple
T4356199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avatar (2009 film) |
E98152
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
Wes Studi
Wes Studi is a Cherokee American actor renowned for his powerful portrayals of Native American characters in films such as "Dances with Wolves," "The Last of the Mohicans," and "Avatar."
|
E432693
|
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: Wes Studi | Statement: [Avatar (2009 film), castMember, Wes Studi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wes Studi Context triple: [Avatar (2009 film), castMember, Wes Studi]
-
A.
Benjamin Dreyfuss
Benjamin Dreyfuss is an American journalist and actor, known both for his work in media and as the son of Academy Award–winning actor Richard Dreyfuss.
-
B.
Michael Rooker
Michael Rooker is an American actor best known for his roles as Yondu in the Marvel Cinematic Universe and Merle Dixon in the television series The Walking Dead.
-
C.
Bob Gunton
Bob Gunton is an American character actor best known for his portrayal of the strict prison warden Samuel Norton in the film "The Shawshank Redemption."
-
D.
Keith David
Keith David is an American actor and voice actor known for his deep, resonant voice and roles in films such as "The Thing," "They Live," and "Platoon," as well as extensive work in animation and video games.
-
E.
David Thomas
David Thomas is a software developer and author best known for co-writing the influential programming book "The Pragmatic Programmer."
- 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: Wes Studi Triple: [Avatar (2009 film), castMember, Wes Studi]
Generated description
Wes Studi is a Cherokee American actor renowned for his powerful portrayals of Native American characters in films such as "Dances with Wolves," "The Last of the Mohicans," and "Avatar."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wes Studi Target entity description: Wes Studi is a Cherokee American actor renowned for his powerful portrayals of Native American characters in films such as "Dances with Wolves," "The Last of the Mohicans," and "Avatar."
-
A.
Benjamin Dreyfuss
Benjamin Dreyfuss is an American journalist and actor, known both for his work in media and as the son of Academy Award–winning actor Richard Dreyfuss.
-
B.
Michael Rooker
Michael Rooker is an American actor best known for his roles as Yondu in the Marvel Cinematic Universe and Merle Dixon in the television series The Walking Dead.
-
C.
Bob Gunton
Bob Gunton is an American character actor best known for his portrayal of the strict prison warden Samuel Norton in the film "The Shawshank Redemption."
-
D.
Keith David
Keith David is an American actor and voice actor known for his deep, resonant voice and roles in films such as "The Thing," "They Live," and "Platoon," as well as extensive work in animation and video games.
-
E.
David Thomas
David Thomas is a software developer and author best known for co-writing the influential programming book "The Pragmatic Programmer."
- 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_69b3454965f881908c41190bb22f0e4b |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351c5773481908446d84897e7a533 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbb9b9988190adf8a84de3582ab6 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc578b08819095cbf6ba8470d3e0 |
completed | March 14, 2026, 10:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dd1b03508190a47bb6fb93f22ad8 |
completed | March 14, 2026, 10:11 p.m. |
Created at: March 12, 2026, 11:16 p.m.