Triple

T4283356
Position Surface form Disambiguated ID Type / Status
Subject Quanzhou E97206 entity
Predicate hasUniversity P113 FINISHED
Object Huaqiao University
Huaqiao University is a prominent public university in China known for serving overseas Chinese communities and emphasizing international education and cultural exchange.
 E426403 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: Huaqiao University | Statement: [Quanzhou, hasUniversity, Huaqiao University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huaqiao University
Context triple: [Quanzhou, hasUniversity, Huaqiao University]
  • A. Kwang Hua University
    Kwang Hua University was a former Chinese higher education institution whose legacy contributed to the establishment of East China Normal University.
  • B. 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.
  • C. 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.
  • D. Chengqiao
    Chengqiao is the main town and administrative center of Chongming District in Shanghai, China.
  • E. Beijing Normal University Zhuhai
    Beijing Normal University Zhuhai is a branch campus of Beijing Normal University located in the coastal city of Zhuhai, Guangdong Province, offering a range of undergraduate and graduate programs.
  • 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: Huaqiao University
Triple: [Quanzhou, hasUniversity, Huaqiao University]
Generated description
Huaqiao University is a prominent public university in China known for serving overseas Chinese communities and emphasizing international education and cultural exchange.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huaqiao University
Target entity description: Huaqiao University is a prominent public university in China known for serving overseas Chinese communities and emphasizing international education and cultural exchange.
  • A. Kwang Hua University
    Kwang Hua University was a former Chinese higher education institution whose legacy contributed to the establishment of East China Normal University.
  • B. 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.
  • C. 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.
  • D. Chengqiao
    Chengqiao is the main town and administrative center of Chongming District in Shanghai, China.
  • E. Beijing Normal University Zhuhai
    Beijing Normal University Zhuhai is a branch campus of Beijing Normal University located in the coastal city of Zhuhai, Guangdong Province, offering a range of undergraduate and graduate programs.
  • 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_69b3454595848190a0e6bbb6a2bea040 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3503a84548190989a96d1a30d6ef7 completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7bec1a88190bd36ed6d48e1c94e completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b870a66c8190a59bfc0e99234596 completed March 14, 2026, 7:35 p.m.
NED2 Entity disambiguation (via description) batch_69b5b908fad88190846278c782a10cdb completed March 14, 2026, 7:37 p.m.
Created at: March 12, 2026, 11:07 p.m.