Triple

T11138374

Position	Surface form	Disambiguated ID	Type / Status
Subject	Abdel Wahab El-Affendi	`E263472`	entity
Predicate	employer	`P7`	FINISHED
Object	Doha Institute for Graduate Studies The Doha Institute for Graduate Studies is a Qatar-based higher education institution specializing in postgraduate programs and research in the social sciences, humanities, public administration, and development studies, with a strong focus on the Arab region.	`E907450`	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: Doha Institute for Graduate Studies | Statement: [Abdel Wahab El-Affendi, employer, Doha Institute for Graduate Studies]

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

Target entity: Doha Institute for Graduate Studies
Context triple: [Abdel Wahab El-Affendi, employer, Doha Institute for Graduate Studies]

A. Qatar University
Qatar University is the primary national public university of Qatar, offering a wide range of undergraduate and graduate programs and serving as a leading center for education and research in the country.
B. Qatar Campus
Qatar Campus is the University of Calgary’s international branch campus located in Qatar, offering Canadian-style higher education programs abroad.
C. Qatar Campus
Qatar Campus is the branch campus of Virginia Commonwealth University located in Doha’s Education City, offering U.S.-accredited art and design programs in the Middle East.
D. University of Sharjah
The University of Sharjah is a comprehensive higher education institution in the Emirate of Sharjah, United Arab Emirates, known for its diverse academic programs and strong emphasis on research and community engagement.
E. Arabian Gulf University
Arabian Gulf University is a regional public university in Manama, Bahrain, that serves Gulf Cooperation Council (GCC) countries with a focus on medicine, science, and technology.
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: Doha Institute for Graduate Studies
Triple: [Abdel Wahab El-Affendi, employer, Doha Institute for Graduate Studies]

Generated description

The Doha Institute for Graduate Studies is a Qatar-based higher education institution specializing in postgraduate programs and research in the social sciences, humanities, public administration, and development studies, with a strong focus on the Arab region.

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

Target entity: Doha Institute for Graduate Studies
Target entity description: The Doha Institute for Graduate Studies is a Qatar-based higher education institution specializing in postgraduate programs and research in the social sciences, humanities, public administration, and development studies, with a strong focus on the Arab region.

A. Qatar University
Qatar University is the primary national public university of Qatar, offering a wide range of undergraduate and graduate programs and serving as a leading center for education and research in the country.
B. Qatar Campus
Qatar Campus is the University of Calgary’s international branch campus located in Qatar, offering Canadian-style higher education programs abroad.
C. Qatar Campus
Qatar Campus is the branch campus of Virginia Commonwealth University located in Doha’s Education City, offering U.S.-accredited art and design programs in the Middle East.
D. University of Sharjah
The University of Sharjah is a comprehensive higher education institution in the Emirate of Sharjah, United Arab Emirates, known for its diverse academic programs and strong emphasis on research and community engagement.
E. Arabian Gulf University
Arabian Gulf University is a regional public university in Manama, Bahrain, that serves Gulf Cooperation Council (GCC) countries with a focus on medicine, science, and technology.
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_69d6aa9c0ba08190bbd19c217489b755`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e85f2ea48190bf1ff63af1d7d236`	completed	April 9, 2026, 5:56 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e442030b588190bc958030f30b648a`	completed	April 19, 2026, 2:46 a.m.
NEDg	Description generation	`batch_69e44c09dd5c8190bddf3dd109a639ba`	completed	April 19, 2026, 3:29 a.m.
NED2	Entity disambiguation (via description)	`batch_69e451274ce48190a05f1d37f972c36c`	completed	April 19, 2026, 3:51 a.m.

Created at: April 8, 2026, 9:28 p.m.