Triple

T1498625
Position Surface form Disambiguated ID Type / Status
Subject Changsha E29743 entity
Predicate hasUniversity P113 FINISHED
Object Hunan University
Hunan University is a major national research university in China known for its long history, strong engineering and science programs, and picturesque campus by the Xiang River.
 E185408 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: Hunan University | Statement: [Changsha, hasUniversity, Hunan University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hunan University
Context triple: [Changsha, hasUniversity, Hunan University]
  • A. Hunan First Normal School
    Hunan First Normal School is a historic teacher-training institution in Changsha, China, best known as the alma mater of Mao Zedong and several other early Chinese revolutionaries.
  • B. Central China Normal University
    Central China Normal University is a comprehensive public research university in Wuhan, China, known for its strong programs in teacher education and the humanities.
  • C. Wuhan University
    Wuhan University is a major comprehensive research university in Wuhan, China, renowned for its strong academic programs and picturesque campus.
  • D. South China University of Technology
    South China University of Technology is a major national research university in Guangzhou, China, renowned for its strong engineering, science, and technology programs.
  • E. Zhongnan University of Economics and Law
    Zhongnan University of Economics and Law is a prominent Chinese higher education institution specializing in economics, finance, law, and related social sciences.
  • 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: Hunan University
Triple: [Changsha, hasUniversity, Hunan University]
Generated description
Hunan University is a major national research university in China known for its long history, strong engineering and science programs, and picturesque campus by the Xiang River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hunan University
Target entity description: Hunan University is a major national research university in China known for its long history, strong engineering and science programs, and picturesque campus by the Xiang River.
  • A. Hunan First Normal School
    Hunan First Normal School is a historic teacher-training institution in Changsha, China, best known as the alma mater of Mao Zedong and several other early Chinese revolutionaries.
  • B. Central China Normal University
    Central China Normal University is a comprehensive public research university in Wuhan, China, known for its strong programs in teacher education and the humanities.
  • C. Wuhan University
    Wuhan University is a major comprehensive research university in Wuhan, China, renowned for its strong academic programs and picturesque campus.
  • D. South China University of Technology
    South China University of Technology is a major national research university in Guangzhou, China, renowned for its strong engineering, science, and technology programs.
  • E. Zhongnan University of Economics and Law
    Zhongnan University of Economics and Law is a prominent Chinese higher education institution specializing in economics, finance, law, and related social sciences.
  • 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_69a498dba1d8819093b46a3a8d2485f1 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6ef5ce88190a6b520525a6d42a3 completed March 1, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad58b487c08190bb2b1c259bd39db0 completed March 8, 2026, 11:08 a.m.
NEDg Description generation batch_69ad5c73d7fc8190a2983c2a33b2ce01 completed March 8, 2026, 11:24 a.m.
NED2 Entity disambiguation (via description) batch_69ad5cf99a908190b8af9e7bb1949d80 completed March 8, 2026, 11:26 a.m.
Created at: March 1, 2026, 8:12 p.m.