Triple

T16177668
Position Surface form Disambiguated ID Type / Status
Subject Haider al-Abadi E392605 entity
Predicate educatedAt P5 FINISHED
Object University of Technology, Baghdad
The University of Technology, Baghdad is a prominent Iraqi public university specializing in engineering and applied sciences, known for producing many of the country’s leading technical and political figures.
E1235902 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 Technology, Baghdad | Statement: [Haider al-Abadi, educatedAt, University of Technology, Baghdad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Technology, Baghdad
Context triple: [Haider al-Abadi, educatedAt, University of Technology, Baghdad]
  • A. Islamic University of Baghdad
    The Islamic University of Baghdad is an Iraqi higher education institution specializing in Islamic studies, Arabic language, and related disciplines.
  • B. University of Baghdad
    The University of Baghdad is Iraq’s largest and one of the oldest modern universities in the Arab world, serving as a major center for higher education and research in the country.
  • C. Sulaimani Polytechnic University
    Sulaimani Polytechnic University is a public higher education institution in the Kurdistan Region of Iraq, offering technical and vocational programs across multiple colleges and institutes.
  • D. College of Engineering (Baghdad)
    The College of Engineering (Baghdad) is a major Iraqi engineering institution that later became part of and was succeeded by the University of Baghdad.
  • E. University of Mosul
    The University of Mosul is a major public higher education institution in Mosul, Iraq, known for its wide range of academic programs and its role as a key cultural and scientific center in the region.
  • 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 Technology, Baghdad
Triple: [Haider al-Abadi, educatedAt, University of Technology, Baghdad]
Generated description
The University of Technology, Baghdad is a prominent Iraqi public university specializing in engineering and applied sciences, known for producing many of the country’s leading technical and political figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Technology, Baghdad
Target entity description: The University of Technology, Baghdad is a prominent Iraqi public university specializing in engineering and applied sciences, known for producing many of the country’s leading technical and political figures.
  • A. Islamic University of Baghdad
    The Islamic University of Baghdad is an Iraqi higher education institution specializing in Islamic studies, Arabic language, and related disciplines.
  • B. University of Baghdad
    The University of Baghdad is Iraq’s largest and one of the oldest modern universities in the Arab world, serving as a major center for higher education and research in the country.
  • C. Sulaimani Polytechnic University
    Sulaimani Polytechnic University is a public higher education institution in the Kurdistan Region of Iraq, offering technical and vocational programs across multiple colleges and institutes.
  • D. College of Engineering (Baghdad)
    The College of Engineering (Baghdad) is a major Iraqi engineering institution that later became part of and was succeeded by the University of Baghdad.
  • E. University of Mosul
    The University of Mosul is a major public higher education institution in Mosul, Iraq, known for its wide range of academic programs and its role as a key cultural and scientific center in the region.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e22059e7048190b4592cb1516b5f8d completed April 17, 2026, 11:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00bafb761881908e7a891ef390982a completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bb798f2881909ef049c15e452438 completed May 10, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_6a00bbcb80788190bf41001d0cdebe44 completed May 10, 2026, 5:09 p.m.
Created at: April 10, 2026, 5:02 a.m.