Triple

T2949236
Position Surface form Disambiguated ID Type / Status
Subject Shijiazhuang E79577 entity
Predicate hasUniversity P113 FINISHED
Object Shijiazhuang Tiedao University
Shijiazhuang Tiedao University is a Chinese higher education institution known for its strong focus on railway engineering, transportation, and related engineering disciplines.
 E314478 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: Shijiazhuang Tiedao University | Statement: [Shijiazhuang, hasUniversity, Shijiazhuang Tiedao University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shijiazhuang Tiedao University
Context triple: [Shijiazhuang, hasUniversity, Shijiazhuang Tiedao University]
  • A. Hebei Normal University
    Hebei Normal University is a comprehensive public teachers’ university located in Shijiazhuang, the capital of China’s Hebei Province, known for its strong education and liberal arts programs.
  • B. Tianjin University
    Tianjin University is a leading national research university in China, renowned for its strong engineering programs and status as the country’s first modern higher education institution.
  • C. Southwest Jiaotong University
    Southwest Jiaotong University is a prominent Chinese institution renowned for its engineering and transportation research, particularly in railway and civil engineering fields.
  • D. Hohai University
    Hohai University is a prominent Chinese institution of higher education known for its strong programs in water resources, hydropower engineering, and related fields.
  • E. Xi'an Jiaotong University
    Xi'an Jiaotong University is a major national research university in China known for its strong engineering, technology, and management programs and its status as a member of the prestigious C9 League.
  • 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: Shijiazhuang Tiedao University
Triple: [Shijiazhuang, hasUniversity, Shijiazhuang Tiedao University]
Generated description
Shijiazhuang Tiedao University is a Chinese higher education institution known for its strong focus on railway engineering, transportation, and related engineering disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shijiazhuang Tiedao University
Target entity description: Shijiazhuang Tiedao University is a Chinese higher education institution known for its strong focus on railway engineering, transportation, and related engineering disciplines.
  • A. Hebei Normal University
    Hebei Normal University is a comprehensive public teachers’ university located in Shijiazhuang, the capital of China’s Hebei Province, known for its strong education and liberal arts programs.
  • B. Tianjin University
    Tianjin University is a leading national research university in China, renowned for its strong engineering programs and status as the country’s first modern higher education institution.
  • C. Southwest Jiaotong University
    Southwest Jiaotong University is a prominent Chinese institution renowned for its engineering and transportation research, particularly in railway and civil engineering fields.
  • D. Hohai University
    Hohai University is a prominent Chinese institution of higher education known for its strong programs in water resources, hydropower engineering, and related fields.
  • E. Xi'an Jiaotong University
    Xi'an Jiaotong University is a major national research university in China known for its strong engineering, technology, and management programs and its status as a member of the prestigious C9 League.
  • 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_69ad8b1089588190b74d9e2505e45762 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98f95da88190a036a18f39f221c2 completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc79f6d081908d3bbd52439f4d31 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd07b82881908d52ab2db2f2e54c completed March 11, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b0fdba0fd88190a2e760f1770e846c completed March 11, 2026, 5:29 a.m.
Created at: March 8, 2026, 2:57 p.m.