Triple

T5523374

Position	Surface form	Disambiguated ID	Type / Status
Subject	Badaro district	`E144864`	entity
Predicate	near	`P350`	FINISHED
Object	Lebanese University faculties area (Hadath campus vicinity) The Lebanese University faculties area in the Hadath campus vicinity is a major academic hub in Greater Beirut, hosting multiple faculties and facilities of Lebanon’s largest public university.	`E530861`	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: Lebanese University faculties area (Hadath campus vicinity) | Statement: [Badaro district, near, Lebanese University faculties area (Hadath campus vicinity)]

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

Target entity: Lebanese University faculties area (Hadath campus vicinity)
Context triple: [Badaro district, near, Lebanese University faculties area (Hadath campus vicinity)]

A. Lebanese University – Tripoli campus
Lebanese University – Tripoli campus is a major branch of Lebanon’s public national university located in the northern city of Tripoli, offering a range of academic programs to students from the region.
B. Lebanese American University
Lebanese American University is a private, American-style higher education institution in Lebanon known for its multi-campus system, professional programs, and regional influence in education and research.
C. Bab al-Muadham campus
Bab al-Muadham campus is one of the main urban campuses of the University of Baghdad, located in the Bab al-Muadham district of central Baghdad, Iraq.
D. University of Tripoli (Lebanon)
The University of Tripoli (Lebanon) is a higher education institution located in the city of Tripoli, Lebanon, offering a range of academic programs across various disciplines.
E. American University of Beirut
The American University of Beirut is a leading private, English-language research university in Lebanon known for its rigorous academics and significant influence on higher education in the Middle East.
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: Lebanese University faculties area (Hadath campus vicinity)
Triple: [Badaro district, near, Lebanese University faculties area (Hadath campus vicinity)]

Generated description

The Lebanese University faculties area in the Hadath campus vicinity is a major academic hub in Greater Beirut, hosting multiple faculties and facilities of Lebanon’s largest public university.

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

Target entity: Lebanese University faculties area (Hadath campus vicinity)
Target entity description: The Lebanese University faculties area in the Hadath campus vicinity is a major academic hub in Greater Beirut, hosting multiple faculties and facilities of Lebanon’s largest public university.

A. Lebanese University – Tripoli campus
Lebanese University – Tripoli campus is a major branch of Lebanon’s public national university located in the northern city of Tripoli, offering a range of academic programs to students from the region.
B. Lebanese American University
Lebanese American University is a private, American-style higher education institution in Lebanon known for its multi-campus system, professional programs, and regional influence in education and research.
C. Bab al-Muadham campus
Bab al-Muadham campus is one of the main urban campuses of the University of Baghdad, located in the Bab al-Muadham district of central Baghdad, Iraq.
D. University of Tripoli (Lebanon)
The University of Tripoli (Lebanon) is a higher education institution located in the city of Tripoli, Lebanon, offering a range of academic programs across various disciplines.
E. American University of Beirut
The American University of Beirut is a leading private, English-language research university in Lebanon known for its rigorous academics and significant influence on higher education in the Middle East.
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_69c008f873a481909b4d9f7e2db3c37d`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c01f85c8508190a0a089402b49a04f`	completed	March 22, 2026, 4:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c027f2e98c8190880752c9ae8aba4f`	completed	March 22, 2026, 5:33 p.m.
NEDg	Description generation	`batch_69c04375a6e48190be2ce054fe79f8fc`	completed	March 22, 2026, 7:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69c043f987a48190828e012763fa0576`	completed	March 22, 2026, 7:33 p.m.

Created at: March 22, 2026, 3:34 p.m.