Triple

T12933860

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Tikrit	`E309451`	entity
Predicate	isMemberOf	`P10`	FINISHED
Object	Iraqi public universities network The Iraqi public universities network is a national consortium of state-run higher education institutions in Iraq that coordinates academic standards, research collaboration, and educational policy across its member universities.	`E1012153`	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: Iraqi public universities network | Statement: [University of Tikrit, isMemberOf, Iraqi public universities network]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Iraqi public universities network
Context triple: [University of Tikrit, isMemberOf, Iraqi public universities network]

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 Tikrit
The University of Tikrit is a public higher education institution in Tikrit, Iraq, offering a wide range of undergraduate and postgraduate programs across various disciplines.
C. 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.
D. Ministry of Higher Education and Scientific Research of Iraq
The Ministry of Higher Education and Scientific Research of Iraq is the national governmental body responsible for overseeing universities, higher education policy, and scientific research development across the country.
E. 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.
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: Iraqi public universities network
Triple: [University of Tikrit, isMemberOf, Iraqi public universities network]

Generated description

The Iraqi public universities network is a national consortium of state-run higher education institutions in Iraq that coordinates academic standards, research collaboration, and educational policy across its member universities.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Iraqi public universities network
Target entity description: The Iraqi public universities network is a national consortium of state-run higher education institutions in Iraq that coordinates academic standards, research collaboration, and educational policy across its member universities.

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 Tikrit
The University of Tikrit is a public higher education institution in Tikrit, Iraq, offering a wide range of undergraduate and postgraduate programs across various disciplines.
C. 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.
D. Ministry of Higher Education and Scientific Research of Iraq
The Ministry of Higher Education and Scientific Research of Iraq is the national governmental body responsible for overseeing universities, higher education policy, and scientific research development across the country.
E. 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.
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_69d7bdfa933c8190b5a27aa4a08a19b7`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d97dc6517481908637781da240b51f`	completed	April 10, 2026, 10:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6af6a830881908ab238b250d2c7d5`	completed	May 3, 2026, 2:14 a.m.
NEDg	Description generation	`batch_69f6b378fdf08190b2b15a5e25ff408a`	completed	May 3, 2026, 2:31 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6b427891081908e11a8a6eca76c29`	completed	May 3, 2026, 2:34 a.m.

Created at: April 9, 2026, 5:42 p.m.