Triple
T770516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guatemala City |
E16269
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Universidad Francisco Marroquín
Universidad Francisco Marroquín is a private Guatemalan university renowned for its strong emphasis on classical liberalism, free-market economics, and individual liberty.
|
E101478
|
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 Francisco Marroquín | Statement: [Guatemala City, hasUniversity, Universidad Francisco Marroquín]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universidad Francisco Marroquín Context triple: [Guatemala City, hasUniversity, Universidad Francisco Marroquín]
-
A.
Universidad del Valle de Guatemala
Universidad del Valle de Guatemala is a private, research-oriented university recognized as one of Guatemala’s leading institutions for science, engineering, and technology education.
-
B.
Universidad de San Carlos de Guatemala
Universidad de San Carlos de Guatemala is the oldest university in Guatemala and one of the most important public higher education institutions in Central America.
-
C.
University of El Salvador
The University of El Salvador is the oldest and largest public university in El Salvador, serving as a major center for higher education and research in the country.
-
D.
Central American University (UCA)
Central American University (UCA) is a prominent Jesuit higher education institution in El Salvador known for its strong emphasis on social justice, human rights, and academic research.
-
E.
Universidad Iberoamericana Ciudad de México
Universidad Iberoamericana Ciudad de México is a prestigious private Jesuit university in Mexico City known for its strong academic programs, social justice focus, and influential alumni.
- 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 Francisco Marroquín Triple: [Guatemala City, hasUniversity, Universidad Francisco Marroquín]
Generated description
Universidad Francisco Marroquín is a private Guatemalan university renowned for its strong emphasis on classical liberalism, free-market economics, and individual liberty.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universidad Francisco Marroquín Target entity description: Universidad Francisco Marroquín is a private Guatemalan university renowned for its strong emphasis on classical liberalism, free-market economics, and individual liberty.
-
A.
Universidad del Valle de Guatemala
Universidad del Valle de Guatemala is a private, research-oriented university recognized as one of Guatemala’s leading institutions for science, engineering, and technology education.
-
B.
Universidad de San Carlos de Guatemala
Universidad de San Carlos de Guatemala is the oldest university in Guatemala and one of the most important public higher education institutions in Central America.
-
C.
University of El Salvador
The University of El Salvador is the oldest and largest public university in El Salvador, serving as a major center for higher education and research in the country.
-
D.
Central American University (UCA)
Central American University (UCA) is a prominent Jesuit higher education institution in El Salvador known for its strong emphasis on social justice, human rights, and academic research.
-
E.
Universidad Iberoamericana Ciudad de México
Universidad Iberoamericana Ciudad de México is a prestigious private Jesuit university in Mexico City known for its strong academic programs, social justice focus, and influential alumni.
- 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_69a49369a0848190af883934cee3db4c |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a704fb148190b203a5bdd77e961c |
completed | March 1, 2026, 8:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3adf1d88190acec593f0aca1ec0 |
completed | March 4, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69a7a5aeb480819081fc1bebc67f8341 |
completed | March 4, 2026, 3:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a63d9ca88190b9389a80283f8356 |
completed | March 4, 2026, 3:25 a.m. |
Created at: March 1, 2026, 7:37 p.m.