Triple

T4848672
Position Surface form Disambiguated ID Type / Status
Subject 高錕 E108355 entity
Predicate spouse P13 FINISHED
Object 庄明理
庄明理 is best known as the wife of Nobel Prize–winning physicist and “father of fiber optics” Charles K. Kao.
E473522 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: 庄明理 | Statement: [高錕, spouse, 庄明理]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 庄明理
Context triple: [高錕, spouse, 庄明理]
  • A. Ye Zhengming
    Ye Zhengming is known primarily as a child of the prominent Chinese military leader and politician Ye Ting.
  • B. 梅林茂
    梅林茂は、『花様年華』や『HERO』などで知られる、日本を代表する映画音楽作曲家です。
  • C. 瑞宝章
    瑞宝章 is a Japanese national order of merit awarded by the government of Japan to individuals for long-term distinguished service in public affairs and other fields.
  • D. 萧子升
    萧子升 was a Chinese educator, writer, and early associate of Mao Zedong who played a notable role in the New Culture and early revolutionary movements of 20th-century China.
  • E. 陳平
    陳平, better known internationally as Chin Peng, was the longtime leader of the Malayan Communist Party and a key figure in the Malayan Emergency against British colonial rule.
  • 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: 庄明理
Triple: [高錕, spouse, 庄明理]
Generated description
庄明理 is best known as the wife of Nobel Prize–winning physicist and “father of fiber optics” Charles K. Kao.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 庄明理
Target entity description: 庄明理 is best known as the wife of Nobel Prize–winning physicist and “father of fiber optics” Charles K. Kao.
  • A. Ye Zhengming
    Ye Zhengming is known primarily as a child of the prominent Chinese military leader and politician Ye Ting.
  • B. 梅林茂
    梅林茂は、『花様年華』や『HERO』などで知られる、日本を代表する映画音楽作曲家です。
  • C. 瑞宝章
    瑞宝章 is a Japanese national order of merit awarded by the government of Japan to individuals for long-term distinguished service in public affairs and other fields.
  • D. 萧子升
    萧子升 was a Chinese educator, writer, and early associate of Mao Zedong who played a notable role in the New Culture and early revolutionary movements of 20th-century China.
  • E. 陳平
    陳平, better known internationally as Chin Peng, was the longtime leader of the Malayan Communist Party and a key figure in the Malayan Emergency against British colonial rule.
  • 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_69bd4409b264819085ab855f3eb5381a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d1c5594819094fe021d7717032d completed March 20, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cdafb3481908594ae883c6e9872 completed March 21, 2026, 8:54 a.m.
NEDg Description generation batch_69be5d4f2f908190b305996875f1f956 completed March 21, 2026, 8:56 a.m.
NED2 Entity disambiguation (via description) batch_69be5dcbb58c8190bbcf75c570720ad6 completed March 21, 2026, 8:58 a.m.
Created at: March 20, 2026, 1:25 p.m.