Triple

T14320605

Position	Surface form	Disambiguated ID	Type / Status
Subject	Richard Stone	`E355074`	entity
Predicate	employer	`P7`	FINISHED
Object	Department of Applied Economics, University of Cambridge The Department of Applied Economics at the University of Cambridge was a renowned research and teaching center focused on empirical and policy-oriented economic analysis.	`E1093341`	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 Applied Economics, University of Cambridge | Statement: [Richard Stone, employer, Department of Applied Economics, University of Cambridge]

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

Target entity: Department of Applied Economics, University of Cambridge
Context triple: [Richard Stone, employer, Department of Applied Economics, University of Cambridge]

A. Faculty of Economics, University of Cambridge
The Faculty of Economics at the University of Cambridge is a leading academic department renowned for its research and teaching in economics, attracting prominent scholars and students from around the world.
B. Department of Land Economy, University of Cambridge
The Department of Land Economy at the University of Cambridge is an interdisciplinary academic department focusing on land, real estate, environmental policy, and spatial planning within an economics and law framework.
C. University of Oxford Department of Economics
The University of Oxford Department of Economics is a leading academic department at Oxford renowned for its research and teaching in economics, hosting prominent scholars and influential professorships.
D. Cambridge Centre for Economic and Public Policy
The Cambridge Centre for Economic and Public Policy is a research centre at the University of Cambridge focused on the analysis and development of economic policy and its implications for public affairs.
E. UCL Department of Economics
The UCL Department of Economics is a leading academic department at University College London, renowned for its research-intensive programs and influential contributions to economic theory and policy.
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 Applied Economics, University of Cambridge
Triple: [Richard Stone, employer, Department of Applied Economics, University of Cambridge]

Generated description

The Department of Applied Economics at the University of Cambridge was a renowned research and teaching center focused on empirical and policy-oriented economic analysis.

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

Target entity: Department of Applied Economics, University of Cambridge
Target entity description: The Department of Applied Economics at the University of Cambridge was a renowned research and teaching center focused on empirical and policy-oriented economic analysis.

A. Faculty of Economics, University of Cambridge
The Faculty of Economics at the University of Cambridge is a leading academic department renowned for its research and teaching in economics, attracting prominent scholars and students from around the world.
B. Department of Land Economy, University of Cambridge
The Department of Land Economy at the University of Cambridge is an interdisciplinary academic department focusing on land, real estate, environmental policy, and spatial planning within an economics and law framework.
C. University of Oxford Department of Economics
The University of Oxford Department of Economics is a leading academic department at Oxford renowned for its research and teaching in economics, hosting prominent scholars and influential professorships.
D. Cambridge Centre for Economic and Public Policy
The Cambridge Centre for Economic and Public Policy is a research centre at the University of Cambridge focused on the analysis and development of economic policy and its implications for public affairs.
E. UCL Department of Economics
The UCL Department of Economics is a leading academic department at University College London, renowned for its research-intensive programs and influential contributions to economic theory and policy.
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_69d8278ed42c8190b9f882dcce611347`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de883bf71c8190a9a092a025cf98f0`	completed	April 14, 2026, 6:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd468c4a7c8190951adb28e1d71365`	completed	May 8, 2026, 2:12 a.m.
NEDg	Description generation	`batch_69fd478e6644819080692fbca8ec6c80`	completed	May 8, 2026, 2:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd4851528c81909855c0f8484c278e`	completed	May 8, 2026, 2:20 a.m.

Created at: April 10, 2026, 1:13 a.m.