Triple
T17069923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wu Assassins |
E414188
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Lawrence Kao
Lawrence Kao is an American actor best known for his roles in action and genre television series, including a prominent part in the Netflix martial-arts show "Wu Assassins."
|
E1303176
|
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: Lawrence Kao | Statement: [Wu Assassins, starring, Lawrence Kao]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lawrence Kao Context triple: [Wu Assassins, starring, Lawrence Kao]
-
A.
Lawrence Chu
Lawrence Chu is a Chinese-American chef and restaurateur best known as the father of film director Jon M. Chu.
-
B.
Ken Kao
Ken Kao is an American film producer known for backing a range of independent and auteur-driven projects.
-
C.
Curtis Chin
Curtis Chin is an Asian American writer, filmmaker, and activist known for co-founding the Asian American Writers’ Workshop and for his work highlighting Asian American experiences and social justice issues.
-
D.
Kenneth Hsu
Kenneth Hsu is a Swiss geologist and oceanographer known for his influential work on marine geology and the Messinian salinity crisis.
-
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: Lawrence Kao Triple: [Wu Assassins, starring, Lawrence Kao]
Generated description
Lawrence Kao is an American actor best known for his roles in action and genre television series, including a prominent part in the Netflix martial-arts show "Wu Assassins."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lawrence Kao Target entity description: Lawrence Kao is an American actor best known for his roles in action and genre television series, including a prominent part in the Netflix martial-arts show "Wu Assassins."
-
A.
Lawrence Chu
Lawrence Chu is a Chinese-American chef and restaurateur best known as the father of film director Jon M. Chu.
-
B.
Ken Kao
Ken Kao is an American film producer known for backing a range of independent and auteur-driven projects.
-
C.
Curtis Chin
Curtis Chin is an Asian American writer, filmmaker, and activist known for co-founding the Asian American Writers’ Workshop and for his work highlighting Asian American experiences and social justice issues.
-
D.
Kenneth Hsu
Kenneth Hsu is a Swiss geologist and oceanographer known for his influential work on marine geology and the Messinian salinity crisis.
-
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_69d886cef44c8190ba56c44b4e863e64 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbbfb1f08190807301ff6e573cf5 |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a034996dbf48190a2615ca0dc242733 |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034c04b0a48190bb3996dd1a0872d2 |
completed | May 12, 2026, 3:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034ccc5a8081908f388c68ad205374 |
completed | May 12, 2026, 3:52 p.m. |
Created at: April 10, 2026, 5:34 a.m.