Triple
T4947494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugo Chávez |
E111085
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
Venezuelan Academy of Military Sciences
The Venezuelan Academy of Military Sciences is a higher education and research institution of Venezuela’s armed forces, known for training senior military officers and having educated figures such as Hugo Chávez.
|
E480758
|
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: Venezuelan Academy of Military Sciences | Statement: [Hugo Chávez, education, Venezuelan Academy of Military Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Venezuelan Academy of Military Sciences Context triple: [Hugo Chávez, education, Venezuelan Academy of Military Sciences]
-
A.
Escuela Superior de Guerra
Escuela Superior de Guerra is a premier Argentine military academy that provides advanced professional and strategic education for officers of the Argentine Army.
-
B.
Ecuadorian Army Academy
The Ecuadorian Army Academy is the principal military institution responsible for educating and training officers for service in Ecuador’s land forces.
-
C.
Simón Bolívar University
Simón Bolívar University is a prestigious Venezuelan public institution of higher education and research, renowned for its strong emphasis on science, engineering, and technology.
-
D.
Ecuadorian Naval Academy
The Ecuadorian Naval Academy is the principal institution responsible for educating and training officers for Ecuador’s navy.
-
E.
Ecuadorian Air Force Academy
The Ecuadorian Air Force Academy is the principal military institution responsible for educating and training officers and specialists for Ecuador’s air force.
- 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: Venezuelan Academy of Military Sciences Triple: [Hugo Chávez, education, Venezuelan Academy of Military Sciences]
Generated description
The Venezuelan Academy of Military Sciences is a higher education and research institution of Venezuela’s armed forces, known for training senior military officers and having educated figures such as Hugo Chávez.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Venezuelan Academy of Military Sciences Target entity description: The Venezuelan Academy of Military Sciences is a higher education and research institution of Venezuela’s armed forces, known for training senior military officers and having educated figures such as Hugo Chávez.
-
A.
Escuela Superior de Guerra
Escuela Superior de Guerra is a premier Argentine military academy that provides advanced professional and strategic education for officers of the Argentine Army.
-
B.
Ecuadorian Army Academy
The Ecuadorian Army Academy is the principal military institution responsible for educating and training officers for service in Ecuador’s land forces.
-
C.
Simón Bolívar University
Simón Bolívar University is a prestigious Venezuelan public institution of higher education and research, renowned for its strong emphasis on science, engineering, and technology.
-
D.
Ecuadorian Naval Academy
The Ecuadorian Naval Academy is the principal institution responsible for educating and training officers for Ecuador’s navy.
-
E.
Ecuadorian Air Force Academy
The Ecuadorian Air Force Academy is the principal military institution responsible for educating and training officers and specialists for Ecuador’s air force.
- 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_69bd441721cc819085c7e33fe0876818 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd70abf8dc819090269d0e1ce9f871 |
completed | March 20, 2026, 4:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77c873dc81909129644cf929ed5e |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be78db96e081909eec1b8e287e6ef9 |
completed | March 21, 2026, 10:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7940416881908167cd24b11d8be0 |
completed | March 21, 2026, 10:56 a.m. |
Created at: March 20, 2026, 1:31 p.m.