Triple
T9955729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hungarian People’s Army |
E195441
|
entity |
| Predicate | hadMilitaryAcademy |
P53599
|
FINISHED |
| Object |
Kossuth Lajos Military Academy
Kossuth Lajos Military Academy was the principal officer training institution of the Hungarian People’s Army during the socialist era in Hungary.
|
E831864
|
NE FINISHED |
How this triple was built (5 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: Kossuth Lajos Military Academy | Statement: [Hungarian People’s Army, hadMilitaryAcademy, Kossuth Lajos Military Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kossuth Lajos Military Academy Context triple: [Hungarian People’s Army, hadMilitaryAcademy, Kossuth Lajos Military Academy]
-
A.
Vyškov Military Academy
Vyškov Military Academy is the primary training and education center for professional soldiers and officers of the Czech Army.
-
B.
Theresian Military Academy
The Theresian Military Academy is Austria’s historic officer training institution, renowned for educating many prominent figures in the Austro-Hungarian and later Austrian armed forces.
-
C.
Frunze Military Academy
Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
-
D.
University of Sopron
The University of Sopron is a Hungarian higher education institution known for its programs in forestry, economics, and social sciences, located in the historic city of Sopron near the Austrian border.
-
E.
Heroic Military College
Heroic Military College is a prestigious Mexican military academy known for training army officers and for the cadets who famously defended Chapultepec Castle during the Mexican–American War.
- 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: Kossuth Lajos Military Academy Triple: [Hungarian People’s Army, hadMilitaryAcademy, Kossuth Lajos Military Academy]
Generated description
Kossuth Lajos Military Academy was the principal officer training institution of the Hungarian People’s Army during the socialist era in Hungary.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kossuth Lajos Military Academy Target entity description: Kossuth Lajos Military Academy was the principal officer training institution of the Hungarian People’s Army during the socialist era in Hungary.
-
A.
Vyškov Military Academy
Vyškov Military Academy is the primary training and education center for professional soldiers and officers of the Czech Army.
-
B.
Theresian Military Academy
The Theresian Military Academy is Austria’s historic officer training institution, renowned for educating many prominent figures in the Austro-Hungarian and later Austrian armed forces.
-
C.
Frunze Military Academy
Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
-
D.
University of Sopron
The University of Sopron is a Hungarian higher education institution known for its programs in forestry, economics, and social sciences, located in the historic city of Sopron near the Austrian border.
-
E.
Heroic Military College
Heroic Military College is a prestigious Mexican military academy known for training army officers and for the cadets who famously defended Chapultepec Castle during the Mexican–American War.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hadMilitaryAcademy Context triple: [Hungarian People’s Army, hadMilitaryAcademy, Kossuth Lajos Military Academy]
-
A.
containsMilitaryAcademy
chosen
Indicates that one entity includes or hosts a military academy within its boundaries or domain.
-
B.
isMilitarySchool
Indicates that an educational institution functions as a military school, operating under military principles, structure, or training programs.
-
C.
hasCadetBranch
Indicates that one lineage, family, or house is a junior or offshoot branch derived from another main or senior line.
-
D.
hasCorpsOfCadets
Indicates that an institution maintains an organized corps of cadets as part of its structure or programs.
-
E.
classRankAtUSMA
Indicates the relative academic or overall standing an individual holds within their class at the United States Military Academy (USMA).
- F. None of above.
Provenance (6 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_69ca82eaaa008190a54fa1a9f954b9ad |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb69631d08190ab2b1d1c22d46da7 |
completed | April 2, 2026, 12:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23d71342081908084c27790ef4fcc |
completed | April 5, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_69d23fb02c6081909f2c99ca21c90822 |
completed | April 5, 2026, 10:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d24047ae4081909678ca9cf6cfbfff |
completed | April 5, 2026, 10:58 a.m. |
| PD | Predicate disambiguation | batch_69cd1d97c44081908730071269f07712 |
completed | April 1, 2026, 1:28 p.m. |
Created at: March 30, 2026, 8:46 p.m.