Triple

T9434138

Position	Surface form	Disambiguated ID	Type / Status
Subject	Socorro	`E227457`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	Universidad Libre – Socorro campus Universidad Libre – Socorro campus is a regional branch of the private Colombian university Universidad Libre, offering higher education programs to students in and around the municipality of Socorro.	`E799165`	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: Universidad Libre – Socorro campus | Statement: [Socorro, hasEducationalInstitution, Universidad Libre – Socorro campus]

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

Target entity: Universidad Libre – Socorro campus
Context triple: [Socorro, hasEducationalInstitution, Universidad Libre – Socorro campus]

A. Universidad Libre Seccional Pereira
Universidad Libre Seccional Pereira is a regional campus of the private Colombian institution Universidad Libre, offering higher education programs in the city of Pereira.
B. Centro Universitario de la Ciénega
Centro Universitario de la Ciénega is a regional higher education center in Jalisco, Mexico, offering undergraduate and graduate programs as part of the University of Guadalajara system.
C. Universidad del Turabo
Universidad del Turabo is a private university in Puerto Rico known for its science and engineering programs and its role in managing major research facilities such as the Arecibo Observatory.
D. University of Puerto Rico at Ponce
The University of Puerto Rico at Ponce is a public regional campus of Puerto Rico’s main university system, offering undergraduate programs and research opportunities primarily serving the southern region of the island.
E. University of Puerto Rico at Utuado
The University of Puerto Rico at Utuado is a public regional campus specializing in agricultural, environmental, and technical education within Puerto Rico’s main public university system.
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: Universidad Libre – Socorro campus
Triple: [Socorro, hasEducationalInstitution, Universidad Libre – Socorro campus]

Generated description

Universidad Libre – Socorro campus is a regional branch of the private Colombian university Universidad Libre, offering higher education programs to students in and around the municipality of Socorro.

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

Target entity: Universidad Libre – Socorro campus
Target entity description: Universidad Libre – Socorro campus is a regional branch of the private Colombian university Universidad Libre, offering higher education programs to students in and around the municipality of Socorro.

A. Universidad Libre Seccional Pereira
Universidad Libre Seccional Pereira is a regional campus of the private Colombian institution Universidad Libre, offering higher education programs in the city of Pereira.
B. Centro Universitario de la Ciénega
Centro Universitario de la Ciénega is a regional higher education center in Jalisco, Mexico, offering undergraduate and graduate programs as part of the University of Guadalajara system.
C. Universidad del Turabo
Universidad del Turabo is a private university in Puerto Rico known for its science and engineering programs and its role in managing major research facilities such as the Arecibo Observatory.
D. University of Puerto Rico at Ponce
The University of Puerto Rico at Ponce is a public regional campus of Puerto Rico’s main university system, offering undergraduate programs and research opportunities primarily serving the southern region of the island.
E. University of Puerto Rico at Utuado
The University of Puerto Rico at Utuado is a public regional campus specializing in agricultural, environmental, and technical education within Puerto Rico’s main public university system.
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_69ca8437a7ac81908651de48f2d2141d`	completed	March 30, 2026, 2:09 p.m.
NER	Named-entity recognition	`batch_69cd7e62d53c81908055e0967e6cd54d`	completed	April 1, 2026, 8:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d1104514d481908d7cb9a87a01f1e2`	completed	April 4, 2026, 1:21 p.m.
NEDg	Description generation	`batch_69d1115ed8c48190af02a8ec38c8e2b9`	completed	April 4, 2026, 1:25 p.m.
NED2	Entity disambiguation (via description)	`batch_69d111f3190c8190ba2fe5687212da25`	completed	April 4, 2026, 1:28 p.m.

Created at: March 30, 2026, 7:49 p.m.