Triple

T4633777

Position	Surface form	Disambiguated ID	Type / Status
Subject	Universidad Francisco Marroquín	`E101478`	entity
Predicate	hasCenter	`P35`	FINISHED
Object	Centro de Estudios Económico-Sociales Centro de Estudios Económico-Sociales is a research center affiliated with Universidad Francisco Marroquín that focuses on the study and promotion of economic and social thought, particularly in the classical liberal tradition.	`E458706`	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: Centro de Estudios Económico-Sociales | Statement: [Universidad Francisco Marroquín, hasCenter, Centro de Estudios Económico-Sociales]

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

Target entity: Centro de Estudios Económico-Sociales
Context triple: [Universidad Francisco Marroquín, hasCenter, Centro de Estudios Económico-Sociales]

A. Instituto de Investigaciones Económicas
The Instituto de Investigaciones Económicas is a research institute dedicated to advancing economic studies and analysis within the National University of San Marcos in Peru.
B. Centro Universitario de Ciencias Económico Administrativas
Centro Universitario de Ciencias Económico Administrativas is a specialized campus of the University of Guadalajara focused on education and research in economics, business, and administrative sciences.
C. Centro Universitario de Ciencias Sociales y Humanidades
The Centro Universitario de Ciencias Sociales y Humanidades is a major academic center in Guadalajara specializing in social sciences and humanities education and research.
D. Institute of Economics
The Institute of Economics is an academic unit within the Royal Academy of Cambodia that focuses on economic research and higher education in economics and related fields.
E. Institute of Economics
The Institute of Economics is a research institute within Nankai University specializing in economic theory, policy analysis, and applied economic research.
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: Centro de Estudios Económico-Sociales
Triple: [Universidad Francisco Marroquín, hasCenter, Centro de Estudios Económico-Sociales]

Generated description

Centro de Estudios Económico-Sociales is a research center affiliated with Universidad Francisco Marroquín that focuses on the study and promotion of economic and social thought, particularly in the classical liberal tradition.

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

Target entity: Centro de Estudios Económico-Sociales
Target entity description: Centro de Estudios Económico-Sociales is a research center affiliated with Universidad Francisco Marroquín that focuses on the study and promotion of economic and social thought, particularly in the classical liberal tradition.

A. Instituto de Investigaciones Económicas
The Instituto de Investigaciones Económicas is a research institute dedicated to advancing economic studies and analysis within the National University of San Marcos in Peru.
B. Centro Universitario de Ciencias Económico Administrativas
Centro Universitario de Ciencias Económico Administrativas is a specialized campus of the University of Guadalajara focused on education and research in economics, business, and administrative sciences.
C. Centro Universitario de Ciencias Sociales y Humanidades
The Centro Universitario de Ciencias Sociales y Humanidades is a major academic center in Guadalajara specializing in social sciences and humanities education and research.
D. Institute of Economics
The Institute of Economics is a research institute within Nankai University specializing in economic theory, policy analysis, and applied economic research.
E. Institute of Economics
The Institute of Economics is an academic unit within the Royal Academy of Cambodia that focuses on economic research and higher education in economics and related fields.
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_69bd43d2f1c081908cd4b7ec48ecc73d`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd5a5d0de881909baacc5b991f5b53`	completed	March 20, 2026, 2:31 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bdfac317248190a8886d59d2242acb`	completed	March 21, 2026, 1:56 a.m.
NEDg	Description generation	`batch_69bdfceda19c8190909c21594ea792a0`	completed	March 21, 2026, 2:05 a.m.
NED2	Entity disambiguation (via description)	`batch_69bdfd7790748190b322d7f8109fa887`	completed	March 21, 2026, 2:07 a.m.

Created at: March 20, 2026, 1:13 p.m.