Triple
T17025452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office (2015 film) |
E413052
|
entity |
| Predicate | artDirectionBy |
P7743
|
FINISHED |
| Object |
William Chang
William Chang is a renowned Hong Kong film editor and production designer best known for his long-time collaboration with director Wong Kar-wai.
|
E1248822
|
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: William Chang | Statement: [Office (2015 film), artDirectionBy, William Chang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Chang Context triple: [Office (2015 film), artDirectionBy, William Chang]
-
A.
Winston Chang
Winston Chang is a Taiwanese-American lawyer and academic, known as a son of former Republic of China President Chiang Ching-kuo and for his work in legal education in the United States.
-
B.
Ben Chang
Ben Chang is a chaotic and eccentric Spanish teacher-turned-student from the TV sitcom "Community," known for his unpredictable behavior and over-the-top antics.
-
C.
Gary Chang
Gary Chang is an American film composer known for scoring numerous movies and television projects, including the 1996 adaptation of "The Island of Dr. Moreau."
-
D.
Winston Chao
Winston Chao is a Taiwanese actor best known internationally for his leading role in Ang Lee’s film "The Wedding Banquet" and for portraying historical figure Sun Yat-sen in multiple Chinese-language productions.
-
E.
Kenneth Chien
Kenneth Chien is a physician-scientist and biotechnology entrepreneur best known as a co-founder of Moderna and a leading researcher in cardiovascular biology and mRNA therapeutics.
- 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: William Chang Triple: [Office (2015 film), artDirectionBy, William Chang]
Generated description
William Chang is a renowned Hong Kong film editor and production designer best known for his long-time collaboration with director Wong Kar-wai.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Chang Target entity description: William Chang is a renowned Hong Kong film editor and production designer best known for his long-time collaboration with director Wong Kar-wai.
-
A.
Winston Chang
Winston Chang is a Taiwanese-American lawyer and academic, known as a son of former Republic of China President Chiang Ching-kuo and for his work in legal education in the United States.
-
B.
Ben Chang
Ben Chang is a chaotic and eccentric Spanish teacher-turned-student from the TV sitcom "Community," known for his unpredictable behavior and over-the-top antics.
-
C.
Gary Chang
Gary Chang is an American film composer known for scoring numerous movies and television projects, including the 1996 adaptation of "The Island of Dr. Moreau."
-
D.
Winston Chao
Winston Chao is a Taiwanese actor best known internationally for his leading role in Ang Lee’s film "The Wedding Banquet" and for portraying historical figure Sun Yat-sen in multiple Chinese-language productions.
-
E.
Kenneth Chien
Kenneth Chien is a physician-scientist and biotechnology entrepreneur best known as a co-founder of Moderna and a leading researcher in cardiovascular biology and mRNA therapeutics.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d46a5081908bc5681621dd8534 |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012ed2ad708190a250762997611569 |
completed | May 11, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a012f3285c481909b3de139bd7aee8b |
completed | May 11, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a012fcf7dc08190af1851b56cf1667a |
completed | May 11, 2026, 1:24 a.m. |
Created at: April 10, 2026, 5:33 a.m.