Triple
T4666955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Changeling |
E102867
|
entity |
| Predicate | artDirectionBy |
P7743
|
FINISHED |
| Object |
James J. Murakami
James J. Murakami was an American art director and production designer known for his work on major films and television series, including collaborations with director Clint Eastwood.
|
E462976
|
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: James J. Murakami | Statement: [Changeling, artDirectionBy, James J. Murakami]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James J. Murakami Context triple: [Changeling, artDirectionBy, James J. Murakami]
-
A.
Richard Hashimoto
Richard Hashimoto is a film producer best known for his work on the 1988 dark comedy-fantasy movie "Beetlejuice."
-
B.
James Shigeta
James Shigeta was a pioneering Japanese American actor and singer best known for his leading roles in mid-20th-century Hollywood films and his groundbreaking presence as an Asian American romantic lead.
-
C.
George T. Masuda
George T. Masuda was a bishop who served as the ecclesiastical leader of the Episcopal Diocese of North Dakota.
-
D.
Edward H. Kubo Jr.
Edward H. Kubo Jr. is an American attorney who served as the United States Attorney for the District of Hawaii, overseeing federal prosecutions and legal matters in the state.
-
E.
Hiro Yamamoto
Hiro Yamamoto is an American bassist best known as a founding member of the Seattle grunge band Soundgarden.
- 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: James J. Murakami Triple: [Changeling, artDirectionBy, James J. Murakami]
Generated description
James J. Murakami was an American art director and production designer known for his work on major films and television series, including collaborations with director Clint Eastwood.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James J. Murakami Target entity description: James J. Murakami was an American art director and production designer known for his work on major films and television series, including collaborations with director Clint Eastwood.
-
A.
Richard Hashimoto
Richard Hashimoto is a film producer best known for his work on the 1988 dark comedy-fantasy movie "Beetlejuice."
-
B.
James Shigeta
James Shigeta was a pioneering Japanese American actor and singer best known for his leading roles in mid-20th-century Hollywood films and his groundbreaking presence as an Asian American romantic lead.
-
C.
George T. Masuda
George T. Masuda was a bishop who served as the ecclesiastical leader of the Episcopal Diocese of North Dakota.
-
D.
Edward H. Kubo Jr.
Edward H. Kubo Jr. is an American attorney who served as the United States Attorney for the District of Hawaii, overseeing federal prosecutions and legal matters in the state.
-
E.
Hiro Yamamoto
Hiro Yamamoto is an American bassist best known as a founding member of the Seattle grunge band Soundgarden.
- 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_69bd43d9cba4819086c1ab1c2d9d2133 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd633d87788190a3c8946ed6995062 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be104a596c8190903c208c892da186 |
completed | March 21, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69be11aa08708190b2860dc80b26d49f |
completed | March 21, 2026, 3:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be11f8a1f08190b0e42b7a24a1e9dc |
completed | March 21, 2026, 3:35 a.m. |
Created at: March 20, 2026, 1:15 p.m.