Triple
T17141070
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 陳慧琳 |
E415962
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
劉建浩
劉建浩是一位香港商人，因與著名歌手兼演員陳慧琳的婚姻關係而廣為人知。
|
E1252155
|
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: 劉建浩 | Statement: [陳慧琳, spouse, 劉建浩]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 劉建浩 Context triple: [陳慧琳, spouse, 劉建浩]
-
A.
陳士駿
陳士駿 is a Taiwanese-American internet entrepreneur best known as a co-founder of the video-sharing platform YouTube.
-
B.
王文華
王文華是一位華人姓名，常見於華語地區的人物與作家、學者等多種身分。
-
C.
吳卓林
吳卓林（Etta Ng Chok Lam）是香港武打巨星成龍與吳綺莉之女、在中港娛樂新聞中備受關注的人物。
-
D.
陳德霖
陳德霖 is a Hong Kong banker and civil servant best known for serving as Chief Executive of the Hong Kong Monetary Authority.
-
E.
吳俊霖
吳俊霖 is the birth name of Wu Bai, a renowned Taiwanese rock singer-songwriter, guitarist, and actor.
- 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: 劉建浩 Triple: [陳慧琳, spouse, 劉建浩]
Generated description
劉建浩是一位香港商人，因與著名歌手兼演員陳慧琳的婚姻關係而廣為人知。
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 劉建浩 Target entity description: 劉建浩是一位香港商人，因與著名歌手兼演員陳慧琳的婚姻關係而廣為人知。
-
A.
陳士駿
陳士駿 is a Taiwanese-American internet entrepreneur best known as a co-founder of the video-sharing platform YouTube.
-
B.
王文華
王文華是一位華人姓名，常見於華語地區的人物與作家、學者等多種身分。
-
C.
吳卓林
吳卓林（Etta Ng Chok Lam）是香港武打巨星成龍與吳綺莉之女、在中港娛樂新聞中備受關注的人物。
-
D.
陳德霖
陳德霖 is a Hong Kong banker and civil servant best known for serving as Chief Executive of the Hong Kong Monetary Authority.
-
E.
吳俊霖
吳俊霖 is the birth name of Wu Bai, a renowned Taiwanese rock singer-songwriter, guitarist, and actor.
- 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_69d886d15af4819092f92f8a129763e6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f2d44a508190a3a149c3a64957f5 |
completed | April 18, 2026, 9:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a014154b9848190ac01602eb01ae710 |
completed | May 11, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_6a01425d2c20819084c0fa3bd413ebfa |
completed | May 11, 2026, 2:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0142dbb6f48190a631a05c5bada0e4 |
completed | May 11, 2026, 2:45 a.m. |
Created at: April 10, 2026, 5:36 a.m.