Triple

T2202503
Position Surface form Disambiguated ID Type / Status
Subject Astana E50521 entity
Predicate hasUniversity P113 FINISHED
Object Nazarbayev University
Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
 E242094 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: Nazarbayev University | Statement: [Astana, hasUniversity, Nazarbayev University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nazarbayev University
Context triple: [Astana, hasUniversity, Nazarbayev University]
  • A. Kazan University
    Kazan University is a historic Russian institution of higher education known for its influential role in Russian intellectual life and for having educated figures such as Vladimir Lenin.
  • B. Dokuz Eylul University
    Dokuz Eylul University is a major public research university in İzmir, Turkey, known for its wide range of academic programs and significant regional influence.
  • C. Peoples’ Friendship University of Russia
    Peoples’ Friendship University of Russia is a major Moscow-based public research university known for its international student body and focus on fostering cooperation among nations.
  • D. Kuwait University
    Kuwait University is the main public research and higher education institution in Kuwait, offering a wide range of undergraduate and graduate programs across multiple disciplines.
  • E. Near East University
    Near East University is a major private higher education institution in Northern Cyprus known for its wide range of academic programs and large campus facilities.
  • 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: Nazarbayev University
Triple: [Astana, hasUniversity, Nazarbayev University]
Generated description
Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nazarbayev University
Target entity description: Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
  • A. Kazan University
    Kazan University is a historic Russian institution of higher education known for its influential role in Russian intellectual life and for having educated figures such as Vladimir Lenin.
  • B. Dokuz Eylul University
    Dokuz Eylul University is a major public research university in İzmir, Turkey, known for its wide range of academic programs and significant regional influence.
  • C. Peoples’ Friendship University of Russia
    Peoples’ Friendship University of Russia is a major Moscow-based public research university known for its international student body and focus on fostering cooperation among nations.
  • D. Kuwait University
    Kuwait University is the main public research and higher education institution in Kuwait, offering a wide range of undergraduate and graduate programs across multiple disciplines.
  • E. Near East University
    Near East University is a major private higher education institution in Northern Cyprus known for its wide range of academic programs and large campus facilities.
  • 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_69a88b044ab48190add007487680f009 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfa33f0881908403604eafb73ecf completed March 7, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5dbd583c8190bc7355bdf94d6588 completed March 9, 2026, 5:42 a.m.
NEDg Description generation batch_69ae5e6f8eb481908d75d2c648a88af4 completed March 9, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ee0f5c08190ac98a54346605175 completed March 9, 2026, 5:47 a.m.
Created at: March 4, 2026, 7:46 p.m.