Triple

T13143747
Position Surface form Disambiguated ID Type / Status
Subject UFRO E312282 entity
Predicate hasCampus P116 FINISHED
Object Temuco campus
Temuco campus is the main campus of the Universidad de La Frontera, located in the city of Temuco in southern Chile.
E1025033 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: Temuco campus | Statement: [UFRO, hasCampus, Temuco campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Temuco campus
Context triple: [UFRO, hasCampus, Temuco campus]
  • A. Coquimbo campus
    Coquimbo campus is a regional campus of the University of La Serena located in the coastal city of Coquimbo, Chile, serving as a center for higher education and research in the area.
  • B. Universidad de Los Lagos (Osorno campus)
    Universidad de Los Lagos (Osorno campus) is a regional public university campus in southern Chile that offers diverse undergraduate and graduate programs with a focus on regional development, education, and applied research.
  • C. Puerto Natales campus
    Puerto Natales campus is a regional branch of the University of Magallanes located in the town of Puerto Natales in southern Chile, serving as a local center for higher education and research.
  • D. Campus Rancagua
    Campus Rancagua is a regional branch of the Federico Santa María Technical University in Chile, offering technical and professional higher education programs to students in the Rancagua area.
  • E. Viña del Mar campus
    Viña del Mar campus is a regional campus of the Pontifical Catholic University of Valparaíso located in the coastal city of Viña del Mar, Chile.
  • 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: Temuco campus
Triple: [UFRO, hasCampus, Temuco campus]
Generated description
Temuco campus is the main campus of the Universidad de La Frontera, located in the city of Temuco in southern Chile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Temuco campus
Target entity description: Temuco campus is the main campus of the Universidad de La Frontera, located in the city of Temuco in southern Chile.
  • A. Coquimbo campus
    Coquimbo campus is a regional campus of the University of La Serena located in the coastal city of Coquimbo, Chile, serving as a center for higher education and research in the area.
  • B. Universidad de Los Lagos (Osorno campus)
    Universidad de Los Lagos (Osorno campus) is a regional public university campus in southern Chile that offers diverse undergraduate and graduate programs with a focus on regional development, education, and applied research.
  • C. Puerto Natales campus
    Puerto Natales campus is a regional branch of the University of Magallanes located in the town of Puerto Natales in southern Chile, serving as a local center for higher education and research.
  • D. Campus Rancagua
    Campus Rancagua is a regional branch of the Federico Santa María Technical University in Chile, offering technical and professional higher education programs to students in the Rancagua area.
  • E. Viña del Mar campus
    Viña del Mar campus is a regional campus of the Pontifical Catholic University of Valparaíso located in the coastal city of Viña del Mar, Chile.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bce3678819082a7aa1d83f20592 completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae4a87881908be57e15f001c904 completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6f05a3dd48190a8b2c52f64a2edd0 completed May 3, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_69f6f1a7c8108190a9668d2f0bb634b1 completed May 3, 2026, 6:56 a.m.
Created at: April 9, 2026, 9:10 p.m.