Triple

T8096963
Position Surface form Disambiguated ID Type / Status
Subject Mohammad Khatami E189008 entity
Predicate education P5 FINISHED
Object University of Isfahan
The University of Isfahan is a major public research university in Isfahan, Iran, known for its broad range of academic programs and role in educating prominent Iranian figures.
 E812531 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: University of Isfahan | Statement: [Mohammad Khatami, education, University of Isfahan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Isfahan
Context triple: [Mohammad Khatami, education, University of Isfahan]
  • A. Shiraz University
    Shiraz University is a major public research university and one of the leading higher education institutions in southern Iran.
  • B. Bu-Ali Sina University
    Bu-Ali Sina University is a public higher education institution in Hamadan, Iran, known for its programs in sciences, engineering, and humanities.
  • 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. Imam Khomeini International University
    Imam Khomeini International University is a public higher education institution in Qazvin, Iran, known for its focus on humanities, Islamic studies, and international academic programs.
  • E. 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.
  • 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: University of Isfahan
Triple: [Mohammad Khatami, education, University of Isfahan]
Generated description
The University of Isfahan is a major public research university in Isfahan, Iran, known for its broad range of academic programs and role in educating prominent Iranian figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Isfahan
Target entity description: The University of Isfahan is a major public research university in Isfahan, Iran, known for its broad range of academic programs and role in educating prominent Iranian figures.
  • A. Shiraz University
    Shiraz University is a major public research university and one of the leading higher education institutions in southern Iran.
  • B. Bu-Ali Sina University
    Bu-Ali Sina University is a public higher education institution in Hamadan, Iran, known for its programs in sciences, engineering, and humanities.
  • 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. Imam Khomeini International University
    Imam Khomeini International University is a public higher education institution in Qazvin, Iran, known for its focus on humanities, Islamic studies, and international academic programs.
  • E. 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.
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb429319048190b612c8060a9a24d2 completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69d181f4123c8190a15ee03b3156c6fd completed April 4, 2026, 9:26 p.m.
NEDg Description generation batch_69d182ef83e881908a579b6a696ebdc3 completed April 4, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d1836f1be48190a172834ce9eaafe3 completed April 4, 2026, 9:32 p.m.
Created at: March 30, 2026, 5:30 p.m.