Triple

T10425665

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Arts and Social Sciences, National University of Singapore	`E245778`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Department of Economics The Department of Economics at the National University of Singapore is a leading academic unit in Asia known for its research and teaching in economic theory, applied economics, and policy analysis.	`E862572`	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: Department of Economics | Statement: [Faculty of Arts and Social Sciences, National University of Singapore, hasDepartment, Department of Economics]

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

Target entity: Department of Economics
Context triple: [Faculty of Arts and Social Sciences, National University of Singapore, hasDepartment, Department of Economics]

A. Department of Economics
The Department of Economics at St. Stephen's College, University of Delhi, is a leading Indian academic department known for its rigorous economics curriculum and distinguished alumni in academia, policy, and industry.
B. Department of Economics
The Department of Economics is an academic unit within the Haslam College of Business that focuses on teaching and research in economic theory, policy, and applied economics.
C. Department of Economics
The Department of Economics at the University of Essex is a leading academic unit known for its research-intensive environment and strong teaching in economics at both undergraduate and postgraduate levels.
D. Department of Economics
The Department of Economics is an academic unit specializing in economic theory, policy, and applied research within the Vienna University of Economics and Business.
E. Department of Economics
The Department of Economics at Copenhagen Business School is an academic unit focused on research and teaching in economics, including areas such as microeconomics, macroeconomics, and applied economic analysis.
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: Department of Economics
Triple: [Faculty of Arts and Social Sciences, National University of Singapore, hasDepartment, Department of Economics]

Generated description

The Department of Economics at the National University of Singapore is a leading academic unit in Asia known for its research and teaching in economic theory, applied economics, and policy analysis.

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

Target entity: Department of Economics
Target entity description: The Department of Economics at the National University of Singapore is a leading academic unit in Asia known for its research and teaching in economic theory, applied economics, and policy analysis.

A. Department of Economics
The Department of Economics at Bharathidasan University is an academic unit dedicated to teaching and research in economics, offering undergraduate and postgraduate programs and contributing to economic scholarship and policy analysis.
B. Department of Economics
The Department of Economics at Sri Venkateswara University is an academic unit dedicated to teaching and research in economic theory, policy, and applied economics.
C. Department of Economics
The Department of Economics is an academic unit at Yangon University of Economics that focuses on teaching and research in economic theory, policy, and applied economics.
D. Department of Economics
The Department of Economics at the University of Essex is a leading academic unit known for its research-intensive environment and strong teaching in economics at both undergraduate and postgraduate levels.
E. Department of Economics
The Department of Economics is an academic unit that focuses on teaching and research in economic theory, policy, and applied economics within the College of Business and Economics.
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_69d381bf3dc08190bf35a2643e4e8f22`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d4ea48cb348190ad4432f263300592`	completed	April 7, 2026, 11:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d7fc2160208190b6384190d9537df4`	completed	April 9, 2026, 7:21 p.m.
NEDg	Description generation	`batch_69d822d76f3481909f7c04be19414b14`	completed	April 9, 2026, 10:06 p.m.
NED2	Entity disambiguation (via description)	`batch_69d859fd8f0c8190b0fec880e1180e50`	completed	April 10, 2026, 2:01 a.m.

Created at: April 6, 2026, 12:12 p.m.