Triple

T87467
Position Surface form Disambiguated ID Type / Status
Subject Mao Zedong E1757 entity
Predicate education P5 FINISHED
Object 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.
 E10675 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 First Normal School | Statement: [Mao Zedong, education, Hunan First Normal School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hunan First Normal School
Context triple: [Mao Zedong, education, Hunan First Normal School]
  • A. 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.
  • B. Wuhan University
    Wuhan University is a major comprehensive research university in Wuhan, China, renowned for its strong academic programs and picturesque campus.
  • C. 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.
  • D. China University of Geosciences (Wuhan)
    China University of Geosciences (Wuhan) is a prominent Chinese national university renowned for its programs and research in geology, earth sciences, and related disciplines.
  • E. Huazhong University of Science and Technology
    Huazhong University of Science and Technology is a major comprehensive research university in China, renowned for its strengths in engineering, science, and medical disciplines.
  • 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 First Normal School
Triple: [Mao Zedong, education, Hunan First Normal School]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hunan First Normal School
Target entity description: 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.
  • A. 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.
  • B. Wuhan University
    Wuhan University is a major comprehensive research university in Wuhan, China, renowned for its strong academic programs and picturesque campus.
  • C. 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.
  • D. China University of Geosciences (Wuhan)
    China University of Geosciences (Wuhan) is a prominent Chinese national university renowned for its programs and research in geology, earth sciences, and related disciplines.
  • E. Huazhong University of Science and Technology
    Huazhong University of Science and Technology is a major comprehensive research university in China, renowned for its strengths in engineering, science, and medical disciplines.
  • 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f50e004819083f5bfccd597a312 completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a275e4880c81908f39d69fbeb8f61a completed Feb. 28, 2026, 4:58 a.m.
NEDg Description generation batch_69a276cd25a081908b0660892187313a completed Feb. 28, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69a27717cff881908163406cea8d0052 completed Feb. 28, 2026, 5:03 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.