Triple

T12567316
Position Surface form Disambiguated ID Type / Status
Subject Andrew Leung Kwan-yuen E295504 entity
Predicate nativeName P15 FINISHED
Object 梁君彥
梁君彥是一名香港建制派政治人物，曾出任香港立法會主席并在多個公共及商界機構擔任要職。
 E990730 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: 梁君彥 | Statement: [Andrew Leung Kwan-yuen, nativeName, 梁君彥]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 梁君彥
Context triple: [Andrew Leung Kwan-yuen, nativeName, 梁君彥]
  • A. 江啟臣
    江啟臣 is a Taiwanese politician who has served as a legislator and as chairman of the Kuomintang (KMT).
  • B. 朱立倫
    朱立倫 is a Taiwanese politician who has served as New Taipei City Mayor and Chairman of the Kuomintang (KMT).
  • C. 賴清德
    賴清德 is a Taiwanese politician who has served as president of the Republic of China (Taiwan) and is a leading figure in the Democratic Progressive Party.
  • D. 陳士駿
    陳士駿 is a Taiwanese-American internet entrepreneur best known as a co-founder of the video-sharing platform YouTube.
  • E. 吳伯雄
    吳伯雄是一位台灣資深政治人物，曾任中國國民黨主席與內政部長等重要職務。
  • 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: 梁君彥
Triple: [Andrew Leung Kwan-yuen, nativeName, 梁君彥]
Generated description
梁君彥是一名香港建制派政治人物，曾出任香港立法會主席并在多個公共及商界機構擔任要職。
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 梁君彥
Target entity description: 梁君彥是一名香港建制派政治人物，曾出任香港立法會主席并在多個公共及商界機構擔任要職。
  • A. 江啟臣
    江啟臣 is a Taiwanese politician who has served as a legislator and as chairman of the Kuomintang (KMT).
  • B. 朱立倫
    朱立倫 is a Taiwanese politician who has served as New Taipei City Mayor and Chairman of the Kuomintang (KMT).
  • C. 賴清德
    賴清德 is a Taiwanese politician who has served as president of the Republic of China (Taiwan) and is a leading figure in the Democratic Progressive Party.
  • D. 陳士駿
    陳士駿 is a Taiwanese-American internet entrepreneur best known as a co-founder of the video-sharing platform YouTube.
  • E. 吳伯雄
    吳伯雄是一位台灣資深政治人物，曾任中國國民黨主席與內政部長等重要職務。
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954a325948190994bcfc9d571a3a8 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655914f908190afbebbec3cb57e73 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f657e504c881909b960acc7758b39d completed May 2, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69f658a80fd08190b1b8c161ca6e56ec completed May 2, 2026, 8:03 p.m.
Created at: April 8, 2026, 11:49 p.m.