Triple

T3672386

Position	Surface form	Disambiguated ID	Type / Status
Subject	Damascus University	`E77908`	entity
Predicate	hasInstitute	`P186`	FINISHED
Object	Higher Institute of Business Administration (HIBA) The Higher Institute of Business Administration (HIBA) is a specialized graduate business school in Syria offering advanced management and business education under Damascus University.	`E377559`	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: Higher Institute of Business Administration (HIBA) | Statement: [Damascus University, hasInstitute, Higher Institute of Business Administration (HIBA)]

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

Target entity: Higher Institute of Business Administration (HIBA)
Context triple: [Damascus University, hasInstitute, Higher Institute of Business Administration (HIBA)]

A. Ahlia University
Ahlia University is a private university in Manama, Bahrain, offering a range of undergraduate and postgraduate programs across disciplines such as business, engineering, and information technology.
B. University of Bahrain
The University of Bahrain is the kingdom’s main national public university, offering a wide range of undergraduate and postgraduate programs and serving as a central hub for higher education and research in Bahrain.
C. Al-Hikmah University
Al-Hikmah University is a private Islamic university in Nigeria known for integrating moral and religious values with higher education across diverse academic disciplines.
D. Ibn Zohr University
Ibn Zohr University is a public higher education institution in Agadir, Morocco, known for serving the southern regions of the country with a wide range of academic programs and research activities.
E. Al-Mustansiriya University
Al-Mustansiriya University is one of Iraq’s oldest and most prominent public universities, renowned for its historical roots dating back to a medieval Islamic learning institution and its 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: Higher Institute of Business Administration (HIBA)
Triple: [Damascus University, hasInstitute, Higher Institute of Business Administration (HIBA)]

Generated description

The Higher Institute of Business Administration (HIBA) is a specialized graduate business school in Syria offering advanced management and business education under Damascus University.

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

Target entity: Higher Institute of Business Administration (HIBA)
Target entity description: The Higher Institute of Business Administration (HIBA) is a specialized graduate business school in Syria offering advanced management and business education under Damascus University.

A. Ahlia University
Ahlia University is a private university in Manama, Bahrain, offering a range of undergraduate and postgraduate programs across disciplines such as business, engineering, and information technology.
B. University of Bahrain
The University of Bahrain is the kingdom’s main national public university, offering a wide range of undergraduate and postgraduate programs and serving as a central hub for higher education and research in Bahrain.
C. Al-Hikmah University
Al-Hikmah University is a private Islamic university in Nigeria known for integrating moral and religious values with higher education across diverse academic disciplines.
D. Ibn Zohr University
Ibn Zohr University is a public higher education institution in Agadir, Morocco, known for serving the southern regions of the country with a wide range of academic programs and research activities.
E. Al-Mustansiriya University
Al-Mustansiriya University is one of Iraq’s oldest and most prominent public universities, renowned for its historical roots dating back to a medieval Islamic learning institution and its 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_69ad85e083008190b2e1b7085fe500bd`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc42f82548190b4d5f0fe7250decb`	completed	March 8, 2026, 6:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b488526214819092abb95f7cf119d5`	completed	March 13, 2026, 9:57 p.m.
NEDg	Description generation	`batch_69b48acb7dfc8190a862dce9a22c5c8f`	completed	March 13, 2026, 10:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69b4af280b688190a35a227f7581a9ae`	completed	March 14, 2026, 12:43 a.m.

Created at: March 8, 2026, 3:25 p.m.