Triple
T4734233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Cer |
E105084
|
entity |
| Predicate | involvedUnitAustriaHungary |
P58473
|
FINISHED |
| Object | Austro-Hungarian 5th Army |
E36233
|
NE FINISHED |
How this triple was built (3 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: Austro-Hungarian 5th Army | Statement: [Battle of Cer, involvedUnitAustriaHungary, Austro-Hungarian 5th Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian 5th Army Context triple: [Battle of Cer, involvedUnitAustriaHungary, Austro-Hungarian 5th Army]
-
A.
Austro-Hungarian Army
chosen
The Austro-Hungarian Army was the land warfare force of the Austro-Hungarian Empire, active from 1867 to 1918 and notably engaged in World War I across multiple European fronts.
-
B.
15th Army
The 15th Army was a German field army of the Wehrmacht that operated primarily on the Western Front during World War II.
-
C.
Serbian Third Army
The Serbian Third Army was a key field army of the Royal Serbian Army that played a crucial role in major World War I campaigns, particularly on the Balkan front.
-
D.
Austrian Army
The Austrian Army is the land warfare branch of Austria's armed forces, responsible for national defense, peacekeeping missions, and participation in international military cooperation.
-
E.
Hungarian 7th Army Corps
The Hungarian 7th Army Corps was a World War II field formation of the Royal Hungarian Army that fought on the Eastern Front alongside German forces.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: involvedUnitAustriaHungary Context triple: [Battle of Cer, involvedUnitAustriaHungary, Austro-Hungarian 5th Army]
-
A.
strengthRussoAustrian
Indicates the relative military or political strength between Russian and Austrian forces or interests in a given context.
-
B.
combatantCommanderAustria
Indicates that the referenced entity served as a military commander for Austria in a particular conflict or combat situation.
-
C.
AustrianArmy
Indicates that an entity is the Austrian Army or is serving as part of the Austrian Army in a given context.
-
D.
RussoAustrianObjective
Indicates a shared objective or goal jointly pursued by Russian and Austrian parties or forces.
-
E.
mainOpponentOfAustria
Indicates that one entity is the primary rival or adversary of Austria in a given context (such as politics, war, or competition).
- 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6467a1fc819089485b4d76e0edc4 |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10b0b8d08190ad1cd262ee870f08 |
completed | March 21, 2026, 3:29 a.m. |
| PD | Predicate disambiguation | batch_69bd6221c3b881908604f35f8de6f16b |
completed | March 20, 2026, 3:05 p.m. |
| PDg | Predicate description generation | batch_69bd637e19e081909e415544106c7835 |
completed | March 20, 2026, 3:10 p.m. |
Created at: March 20, 2026, 1:19 p.m.