Triple

T21084276

Position	Surface form	Disambiguated ID	Type / Status
Subject	Iranian universities	`E519444`	entity
Predicate	includeInstitution	`P3814`	FINISHED
Object	Islamic Azad University, Ahvaz Branch Islamic Azad University, Ahvaz Branch is a major private higher education institution in Ahvaz, Iran, offering a wide range of undergraduate and graduate programs under the Islamic Azad University system.	`E1478868`	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: Islamic Azad University, Ahvaz Branch | Statement: [Iranian universities, includeInstitution, Islamic Azad University, Ahvaz Branch]

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

Target entity: Islamic Azad University, Ahvaz Branch
Context triple: [Iranian universities, includeInstitution, Islamic Azad University, Ahvaz Branch]

A. Shahid Chamran University of Ahvaz
Shahid Chamran University of Ahvaz is a major public research university in Ahvaz, Iran, known for its wide range of academic programs and regional educational significance.
B. Islamic Azad University, Shiraz Branch
Islamic Azad University, Shiraz Branch is a major private higher education institution in Shiraz, Iran, offering a wide range of undergraduate and graduate programs across various disciplines.
C. Islamic Azad University, Central Tehran Branch
Islamic Azad University, Central Tehran Branch is a major private higher education institution in Tehran, Iran, known for its large student body and wide range of academic programs across various disciplines.
D. Islamic Azad University, Mashhad Branch
Islamic Azad University, Mashhad Branch is a major private higher education institution in Mashhad, Iran, offering a wide range of academic programs and research activities under the Islamic Azad University system.
E. Islamic Azad University, South Tehran Branch
Islamic Azad University, South Tehran Branch is a major campus of the Islamic Azad University system in Tehran, Iran, known for its large student population and wide range of 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: Islamic Azad University, Ahvaz Branch
Triple: [Iranian universities, includeInstitution, Islamic Azad University, Ahvaz Branch]

Generated description

Islamic Azad University, Ahvaz Branch is a major private higher education institution in Ahvaz, Iran, offering a wide range of undergraduate and graduate programs under the Islamic Azad University system.

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

Target entity: Islamic Azad University, Ahvaz Branch
Target entity description: Islamic Azad University, Ahvaz Branch is a major private higher education institution in Ahvaz, Iran, offering a wide range of undergraduate and graduate programs under the Islamic Azad University system.

A. Shahid Chamran University of Ahvaz
Shahid Chamran University of Ahvaz is a major public research university in Ahvaz, Iran, known for its wide range of academic programs and regional educational significance.
B. Islamic Azad University, Shiraz Branch
Islamic Azad University, Shiraz Branch is a major private higher education institution in Shiraz, Iran, offering a wide range of undergraduate and graduate programs across various disciplines.
C. Islamic Azad University, Central Tehran Branch
Islamic Azad University, Central Tehran Branch is a major private higher education institution in Tehran, Iran, known for its large student body and wide range of academic programs across various disciplines.
D. Islamic Azad University, Mashhad Branch
Islamic Azad University, Mashhad Branch is a major private higher education institution in Mashhad, Iran, offering a wide range of academic programs and research activities under the Islamic Azad University system.
E. Islamic Azad University, South Tehran Branch
Islamic Azad University, South Tehran Branch is a major campus of the Islamic Azad University system in Tehran, Iran, known for its large student population and wide range of 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_69e0b507dd9081908fb8bfcbef4c8b46`	completed	April 16, 2026, 10:08 a.m.
NER	Named-entity recognition	`batch_69e70948704481908b8b75a2ecc42bb6`	completed	April 21, 2026, 5:21 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a09a5a541288190bf46a3555ce49013`	completed	May 17, 2026, 11:25 a.m.
NEDg	Description generation	`batch_6a09a79612088190b2cacfa940cbf4da`	completed	May 17, 2026, 11:33 a.m.
NED2	Entity disambiguation (via description)	`batch_6a09a7f11db48190a737b3d8bfb48edf`	completed	May 17, 2026, 11:35 a.m.

Created at: April 16, 2026, 2:49 p.m.