Triple

T2839430
Position Surface form Disambiguated ID Type / Status
Subject Shiraz, Iran E62427 entity
Predicate hasUniversity P113 FINISHED
Object Shiraz University
Shiraz University is a major public research university and one of the leading higher education institutions in southern Iran.
 E306150 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: Shiraz University | Statement: [Shiraz, Iran, hasUniversity, Shiraz University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shiraz University
Context triple: [Shiraz, Iran, hasUniversity, Shiraz University]
  • A. University of Tehran
    The University of Tehran is Iran’s oldest and most prestigious public university, widely regarded as the country’s leading center for higher education and research.
  • B. Shahid Beheshti University
    Shahid Beheshti University is a major public research university in Iran, recognized as one of the country’s leading institutions of higher education.
  • C. Ferdowsi University of Mashhad
    Ferdowsi University of Mashhad is a major public research university in Mashhad, Iran, recognized as one of the country’s leading higher education institutions.
  • D. Sharif University of Technology
    Sharif University of Technology is a leading Iranian public research university in Tehran, renowned for its rigorous engineering and science programs and highly competitive admissions.
  • E. Amirkabir University of Technology
    Amirkabir University of Technology is one of Iran’s leading and oldest engineering and technical universities, renowned for its strong research output and rigorous academic 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: Shiraz University
Triple: [Shiraz, Iran, hasUniversity, Shiraz University]
Generated description
Shiraz University is a major public research university and one of the leading higher education institutions in southern Iran.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shiraz University
Target entity description: Shiraz University is a major public research university and one of the leading higher education institutions in southern Iran.
  • A. University of Tehran
    The University of Tehran is Iran’s oldest and most prestigious public university, widely regarded as the country’s leading center for higher education and research.
  • B. Shahid Beheshti University
    Shahid Beheshti University is a major public research university in Iran, recognized as one of the country’s leading institutions of higher education.
  • C. Ferdowsi University of Mashhad
    Ferdowsi University of Mashhad is a major public research university in Mashhad, Iran, recognized as one of the country’s leading higher education institutions.
  • D. Sharif University of Technology
    Sharif University of Technology is a leading Iranian public research university in Tehran, renowned for its rigorous engineering and science programs and highly competitive admissions.
  • E. Amirkabir University of Technology
    Amirkabir University of Technology is one of Iran’s leading and oldest engineering and technical universities, renowned for its strong research output and rigorous academic 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdef145f08190be8556bc696ba3ab completed March 7, 2026, 8:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01d7705108190a986d3def0c08f7b completed March 10, 2026, 1:32 p.m.
NEDg Description generation batch_69b01fbe078c8190ba786122afb4f54b completed March 10, 2026, 1:42 p.m.
NED2 Entity disambiguation (via description) batch_69b020f0f6208190b134f3472b50fb1b completed March 10, 2026, 1:47 p.m.
Created at: March 6, 2026, 10:01 p.m.