Triple

T15792311

Position	Surface form	Disambiguated ID	Type / Status
Subject	Abimael Guzmán	`E382888`	entity
Predicate	taughtAt	`P1203`	FINISHED
Object	National University of San Cristóbal de Huamanga The National University of San Cristóbal de Huamanga is a public university in Ayacucho, Peru, historically significant as an intellectual center whose environment contributed to the emergence of the Shining Path insurgent movement.	`E1177587`	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: National University of San Cristóbal de Huamanga | Statement: [Abimael Guzmán, taughtAt, National University of San Cristóbal de Huamanga]

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

Target entity: National University of San Cristóbal de Huamanga
Context triple: [Abimael Guzmán, taughtAt, National University of San Cristóbal de Huamanga]

A. National University of Huancavelica
The National University of Huancavelica is a public higher education institution in Huancavelica, Peru, dedicated to professional training, research, and regional development.
B. National University of Huanta
The National University of Huanta is a Peruvian public higher education institution located in the Ayacucho region, offering undergraduate and graduate programs with a focus on regional development and research.
C. National University of Cajamarca
The National University of Cajamarca is a public higher education institution in Cajamarca, Peru, known for its academic programs and research serving the northern Andean region of the country.
D. National University of Cotabambas
The National University of Cotabambas is a Peruvian public higher education institution that forms part of the country’s national network of state universities.
E. National University of Tumbes
The National University of Tumbes is a public higher education institution in northern Peru that offers undergraduate and graduate programs and engages in research and community development, particularly in the coastal and border region near Ecuador.
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: National University of San Cristóbal de Huamanga
Triple: [Abimael Guzmán, taughtAt, National University of San Cristóbal de Huamanga]

Generated description

The National University of San Cristóbal de Huamanga is a public university in Ayacucho, Peru, historically significant as an intellectual center whose environment contributed to the emergence of the Shining Path insurgent movement.

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

Target entity: National University of San Cristóbal de Huamanga
Target entity description: The National University of San Cristóbal de Huamanga is a public university in Ayacucho, Peru, historically significant as an intellectual center whose environment contributed to the emergence of the Shining Path insurgent movement.

A. National University of Huancavelica
The National University of Huancavelica is a public higher education institution in Huancavelica, Peru, dedicated to professional training, research, and regional development.
B. National University of Huanta
The National University of Huanta is a Peruvian public higher education institution located in the Ayacucho region, offering undergraduate and graduate programs with a focus on regional development and research.
C. National University of Cajamarca
The National University of Cajamarca is a public higher education institution in Cajamarca, Peru, known for its academic programs and research serving the northern Andean region of the country.
D. National University of Cotabambas
The National University of Cotabambas is a Peruvian public higher education institution that forms part of the country’s national network of state universities.
E. National University of Tumbes
The National University of Tumbes is a public higher education institution in northern Peru that offers undergraduate and graduate programs and engages in research and community development, particularly in the coastal and border region near Ecuador.
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_69d86da16e188190b89af699f1ed0bfe`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e0b4d9623081908496cdfdf86a078a`	completed	April 16, 2026, 10:07 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff90ab23048190a6d976c9a3143647`	completed	May 9, 2026, 7:53 p.m.
NEDg	Description generation	`batch_69ff93c259e481908d419c101512c140`	completed	May 9, 2026, 8:06 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff9458a1388190bfb2b1ecbbf5ebdd`	completed	May 9, 2026, 8:08 p.m.

Created at: April 10, 2026, 4:48 a.m.