Triple

T4438739

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of the Punjab	`E95715`	entity
Predicate	hasFaculty	`P141`	FINISHED
Object	Faculty of Oriental Learning The Faculty of Oriental Learning is an academic division of the University of the Punjab specializing in the study and research of classical and oriental languages, literature, and related cultural traditions.	`E439926`	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: Faculty of Oriental Learning | Statement: [University of the Punjab, hasFaculty, Faculty of Oriental Learning]

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

Target entity: Faculty of Oriental Learning
Context triple: [University of the Punjab, hasFaculty, Faculty of Oriental Learning]

A. Faculty of Islamic and Oriental Studies
The Faculty of Islamic and Oriental Studies is an academic division of the University of Peshawar specializing in Islamic theology, Arabic and Oriental languages, and related cultural and historical studies.
B. Graduate School of Letters
The Graduate School of Letters at Osaka University is a humanities-focused graduate institution offering advanced research and education in fields such as literature, philosophy, history, and related cultural studies.
C. Graduate School of Letters
The Graduate School of Letters is a humanities-focused graduate division of Kokugakuin University, offering advanced studies and research in fields such as literature, culture, and related disciplines.
D. Graduate School of Letters
The Graduate School of Letters at Kyoto University is a humanities-focused graduate institution offering advanced research and education in fields such as literature, philosophy, history, and related disciplines.
E. Graduate School of Letters
The Graduate School of Letters is a humanities-focused graduate division of Doshisha University in Japan, offering advanced research and education in fields such as literature, philosophy, history, and related disciplines.
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: Faculty of Oriental Learning
Triple: [University of the Punjab, hasFaculty, Faculty of Oriental Learning]

Generated description

The Faculty of Oriental Learning is an academic division of the University of the Punjab specializing in the study and research of classical and oriental languages, literature, and related cultural traditions.

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

Target entity: Faculty of Oriental Learning
Target entity description: The Faculty of Oriental Learning is an academic division of the University of the Punjab specializing in the study and research of classical and oriental languages, literature, and related cultural traditions.

A. Faculty of Islamic and Oriental Studies
The Faculty of Islamic and Oriental Studies is an academic division of the University of Peshawar specializing in Islamic theology, Arabic and Oriental languages, and related cultural and historical studies.
B. Graduate School of Letters
The Graduate School of Letters at Osaka University is a humanities-focused graduate institution offering advanced research and education in fields such as literature, philosophy, history, and related cultural studies.
C. Graduate School of Letters
The Graduate School of Letters is a humanities-focused graduate division of Kokugakuin University, offering advanced studies and research in fields such as literature, culture, and related disciplines.
D. Graduate School of Letters
The Graduate School of Letters at Kyoto University is a humanities-focused graduate institution offering advanced research and education in fields such as literature, philosophy, history, and related disciplines.
E. Graduate School of Letters
The Graduate School of Letters is a humanities-focused graduate division of Doshisha University in Japan, offering advanced research and education in fields such as literature, philosophy, history, and related disciplines.
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_69b3453ea2b48190a26f154b3b8fece5`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b355aaa9288190b95d875d343d6ee5`	completed	March 13, 2026, 12:09 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69b6137b97748190b8ebecaf590baad3`	completed	March 15, 2026, 2:03 a.m.
NEDg	Description generation	`batch_69b615aea38481908ffe37feadeb9a4b`	completed	March 15, 2026, 2:13 a.m.
NED2	Entity disambiguation (via description)	`batch_69b61601898c81908e108f475f4b35d3`	completed	March 15, 2026, 2:14 a.m.

Created at: March 12, 2026, 11:31 p.m.