Triple

T14002442
Position Surface form Disambiguated ID Type / Status
Subject Changzhi E336861 entity
Predicate hasUniversity P113 FINISHED
Object Changzhi University
Changzhi University is a comprehensive higher education institution located in Changzhi, Shanxi Province, China, offering a range of undergraduate and possibly graduate programs across multiple disciplines.
E1073800 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: Changzhi University | Statement: [Changzhi, hasUniversity, Changzhi University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Changzhi University
Context triple: [Changzhi, hasUniversity, Changzhi University]
  • A. Hebei University of Science and Technology
    Hebei University of Science and Technology is a comprehensive public university in China’s Hebei Province, known for its strong engineering, science, and applied technology programs.
  • B. Changzhou University
    Changzhou University is a comprehensive higher education institution located in Changzhou, Jiangsu Province, China, known for its strengths in engineering, applied sciences, and industry-oriented research.
  • C. Taiyuan University of Technology
    Taiyuan University of Technology is a major public research university in Shanxi Province, China, known for its strong engineering and applied science programs.
  • D. Chongqing University of Technology
    Chongqing University of Technology is a Chinese public university in Chongqing known for its engineering, automotive, and applied science programs.
  • E. Jiangnan University
    Jiangnan University is a prominent national research university in China known for its strengths in food science, light industry, and engineering 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: Changzhi University
Triple: [Changzhi, hasUniversity, Changzhi University]
Generated description
Changzhi University is a comprehensive higher education institution located in Changzhi, Shanxi Province, China, offering a range of undergraduate and possibly graduate programs across multiple disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Changzhi University
Target entity description: Changzhi University is a comprehensive higher education institution located in Changzhi, Shanxi Province, China, offering a range of undergraduate and possibly graduate programs across multiple disciplines.
  • A. Hebei University of Science and Technology
    Hebei University of Science and Technology is a comprehensive public university in China’s Hebei Province, known for its strong engineering, science, and applied technology programs.
  • B. Changzhou University
    Changzhou University is a comprehensive higher education institution located in Changzhou, Jiangsu Province, China, known for its strengths in engineering, applied sciences, and industry-oriented research.
  • C. Taiyuan University of Technology
    Taiyuan University of Technology is a major public research university in Shanxi Province, China, known for its strong engineering and applied science programs.
  • D. Chongqing University of Technology
    Chongqing University of Technology is a Chinese public university in Chongqing known for its engineering, automotive, and applied science programs.
  • E. Jiangnan University
    Jiangnan University is a prominent national research university in China known for its strengths in food science, light industry, and engineering 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed06a50819093ddc64f55050689 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbaca180988190bbfc93bd708688d6 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae8f83f481909ac16d4bb66ea79d completed May 6, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf702c94819095347e2599ae9931 completed May 6, 2026, 9:15 p.m.
Created at: April 9, 2026, 10:19 p.m.