Triple
T4271013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universidad de San Carlos de Guatemala |
E96939
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Álvaro Arzú
Álvaro Arzú was a Guatemalan politician and former president best known for signing the 1996 peace accords that ended the country’s decades-long civil war.
|
E427194
|
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: Álvaro Arzú | Statement: [Universidad de San Carlos de Guatemala, hasAlumni, Álvaro Arzú]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Álvaro Arzú Context triple: [Universidad de San Carlos de Guatemala, hasAlumni, Álvaro Arzú]
-
A.
Mauricio Funes
Mauricio Funes is a Salvadoran journalist and politician who served as President of El Salvador from 2009 to 2014, representing the leftist Farabundo Martí National Liberation Front (FMLN).
-
B.
Edmundo Fernández
Edmundo Fernández was a Venezuelan political figure who held office immediately before Rómulo Betancourt, a key leader in Venezuela’s transition to democracy.
-
C.
Daniel Ortega
Daniel Ortega is a longtime Nicaraguan politician and revolutionary who led the Sandinista government in the 1980s and later returned to power as the country’s president.
-
D.
Salvador Sánchez Cerén
Salvador Sánchez Cerén is a Salvadoran politician, former guerrilla commander, and member of the FMLN who served as president of El Salvador from 2014 to 2019.
-
E.
de Cevallos
de Cevallos is a Spanish surname historically associated with notable figures in Spain and its former colonies.
- 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: Álvaro Arzú Triple: [Universidad de San Carlos de Guatemala, hasAlumni, Álvaro Arzú]
Generated description
Álvaro Arzú was a Guatemalan politician and former president best known for signing the 1996 peace accords that ended the country’s decades-long civil war.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Álvaro Arzú Target entity description: Álvaro Arzú was a Guatemalan politician and former president best known for signing the 1996 peace accords that ended the country’s decades-long civil war.
-
A.
Mauricio Funes
Mauricio Funes is a Salvadoran journalist and politician who served as President of El Salvador from 2009 to 2014, representing the leftist Farabundo Martí National Liberation Front (FMLN).
-
B.
Edmundo Fernández
Edmundo Fernández was a Venezuelan political figure who held office immediately before Rómulo Betancourt, a key leader in Venezuela’s transition to democracy.
-
C.
Daniel Ortega
Daniel Ortega is a longtime Nicaraguan politician and revolutionary who led the Sandinista government in the 1980s and later returned to power as the country’s president.
-
D.
Salvador Sánchez Cerén
Salvador Sánchez Cerén is a Salvadoran politician, former guerrilla commander, and member of the FMLN who served as president of El Salvador from 2014 to 2019.
-
E.
de Cevallos
de Cevallos is a Spanish surname historically associated with notable figures in Spain and its former colonies.
- 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_69b34543f06c8190915ebb1a4574ffa9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34ffb85a88190af000b94673bff59 |
completed | March 12, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7a456108190afa46344a5ed2118 |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b83759c08190b080565bb1ac8bb4 |
completed | March 14, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b8c3fb208190b091da57f7b1f704 |
completed | March 14, 2026, 7:36 p.m. |
Created at: March 12, 2026, 11:07 p.m.