Triple

T18949171
Position Surface form Disambiguated ID Type / Status
Subject Shenzhen University E463597 entity
Predicate isMemberOf P10 FINISHED
Object Guangdong-Hong Kong-Macao University Alliance
The Guangdong-Hong Kong-Macao University Alliance is a regional higher-education consortium that fosters collaboration in research, teaching, and innovation among universities across Guangdong, Hong Kong, and Macao.
E1367804 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: Guangdong-Hong Kong-Macao University Alliance | Statement: [Shenzhen University, isMemberOf, Guangdong-Hong Kong-Macao University Alliance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guangdong-Hong Kong-Macao University Alliance
Context triple: [Shenzhen University, isMemberOf, Guangdong-Hong Kong-Macao University Alliance]
  • A. Yangtze River Delta University Alliance
    The Yangtze River Delta University Alliance is a regional consortium of leading universities in China’s Yangtze River Delta that collaborates on research, education, and innovation initiatives.
  • B. Shenzhen University
    Shenzhen University is a comprehensive public university in Shenzhen, China, known for its rapid development, strong ties to the tech industry, and emphasis on innovation and applied research.
  • C. Sun Yat-sen University
    Sun Yat-sen University is a major comprehensive public research university in China, renowned for its strong academic programs and historical significance in southern China.
  • D. Shēnzhèn Dàxué
    Shēnzhèn Dàxué is the Mandarin pinyin name for Shenzhen University, a comprehensive public university located in Shenzhen, Guangdong, China.
  • E. Jinan University
    Jinan University is a comprehensive public research university in Guangzhou, China, known for its strong emphasis on overseas Chinese education and international exchange.
  • 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: Guangdong-Hong Kong-Macao University Alliance
Triple: [Shenzhen University, isMemberOf, Guangdong-Hong Kong-Macao University Alliance]
Generated description
The Guangdong-Hong Kong-Macao University Alliance is a regional higher-education consortium that fosters collaboration in research, teaching, and innovation among universities across Guangdong, Hong Kong, and Macao.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guangdong-Hong Kong-Macao University Alliance
Target entity description: The Guangdong-Hong Kong-Macao University Alliance is a regional higher-education consortium that fosters collaboration in research, teaching, and innovation among universities across Guangdong, Hong Kong, and Macao.
  • A. Yangtze River Delta University Alliance
    The Yangtze River Delta University Alliance is a regional consortium of leading universities in China’s Yangtze River Delta that collaborates on research, education, and innovation initiatives.
  • B. Shenzhen University
    Shenzhen University is a comprehensive public university in Shenzhen, China, known for its rapid development, strong ties to the tech industry, and emphasis on innovation and applied research.
  • C. Sun Yat-sen University
    Sun Yat-sen University is a major comprehensive public research university in China, renowned for its strong academic programs and historical significance in southern China.
  • D. Shēnzhèn Dàxué
    Shēnzhèn Dàxué is the Mandarin pinyin name for Shenzhen University, a comprehensive public university located in Shenzhen, Guangdong, China.
  • E. Jinan University
    Jinan University is a comprehensive public research university in Guangzhou, China, known for its strong emphasis on overseas Chinese education and international exchange.
  • 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_69d8dcfec90481909e926be9767e5779 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d541ef18819080b2e253dd23835d completed April 20, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a070e5964588190957bf7549a074833 completed May 15, 2026, 12:15 p.m.
NEDg Description generation batch_6a070f2772e881909b3ea02f51c3feb6 completed May 15, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_6a070feb5d948190b8d05d13f250d2ab completed May 15, 2026, 12:22 p.m.
Created at: April 10, 2026, noon