Triple
T4734239
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Cer |
E105084
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Austro-Hungarian invasion of Serbia (August 1914)
The Austro-Hungarian invasion of Serbia in August 1914 was the Habsburg Empire’s initial World War I offensive against Serbia, launched in response to the assassination of Archduke Franz Ferdinand and intended to quickly subdue the Serbian state.
|
E464358
|
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: Austro-Hungarian invasion of Serbia (August 1914) | Statement: [Battle of Cer, precededBy, Austro-Hungarian invasion of Serbia (August 1914)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian invasion of Serbia (August 1914) Context triple: [Battle of Cer, precededBy, Austro-Hungarian invasion of Serbia (August 1914)]
-
A.
Invasion of Serbia (1915)
The Invasion of Serbia (1915) was a Central Powers offensive during World War I that overwhelmed Serbian forces, leading to the occupation of Serbia and a massive civilian and military retreat through Albania.
-
B.
German invasion of Yugoslavia
The German invasion of Yugoslavia was a swift Axis military campaign in April 1941 that led to the rapid defeat and occupation of Yugoslavia during World War II.
-
C.
Balkan Campaign
The Balkan Campaign was a series of World War II military operations in southeastern Europe, primarily involving Axis invasions of Yugoslavia and Greece in 1941.
-
D.
Serbo-Bulgarian War
The Serbo-Bulgarian War was a brief 1885 conflict in the Balkans between Serbia and the newly unified Bulgaria that helped establish Bulgaria’s military reputation and reshape regional power dynamics.
-
E.
Italian invasion of Yugoslavia
The Italian invasion of Yugoslavia was a World War II Axis military campaign in April 1941 in which Italy, alongside Germany and other allies, attacked and partitioned the Kingdom of Yugoslavia.
- 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: Austro-Hungarian invasion of Serbia (August 1914) Triple: [Battle of Cer, precededBy, Austro-Hungarian invasion of Serbia (August 1914)]
Generated description
The Austro-Hungarian invasion of Serbia in August 1914 was the Habsburg Empire’s initial World War I offensive against Serbia, launched in response to the assassination of Archduke Franz Ferdinand and intended to quickly subdue the Serbian state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian invasion of Serbia (August 1914) Target entity description: The Austro-Hungarian invasion of Serbia in August 1914 was the Habsburg Empire’s initial World War I offensive against Serbia, launched in response to the assassination of Archduke Franz Ferdinand and intended to quickly subdue the Serbian state.
-
A.
Invasion of Serbia (1915)
The Invasion of Serbia (1915) was a Central Powers offensive during World War I that overwhelmed Serbian forces, leading to the occupation of Serbia and a massive civilian and military retreat through Albania.
-
B.
German invasion of Yugoslavia
The German invasion of Yugoslavia was a swift Axis military campaign in April 1941 that led to the rapid defeat and occupation of Yugoslavia during World War II.
-
C.
Balkan Campaign
The Balkan Campaign was a series of World War II military operations in southeastern Europe, primarily involving Axis invasions of Yugoslavia and Greece in 1941.
-
D.
Serbo-Bulgarian War
The Serbo-Bulgarian War was a brief 1885 conflict in the Balkans between Serbia and the newly unified Bulgaria that helped establish Bulgaria’s military reputation and reshape regional power dynamics.
-
E.
Italian invasion of Yugoslavia
The Italian invasion of Yugoslavia was a World War II Axis military campaign in April 1941 in which Italy, alongside Germany and other allies, attacked and partitioned the Kingdom of Yugoslavia.
- 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. |
| NEDg | Description generation | batch_69be1485bcf0819096693abc5fbf34e3 |
completed | March 21, 2026, 3:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be153db02881908a28b3ede1fdcb54 |
completed | March 21, 2026, 3:49 a.m. |
Created at: March 20, 2026, 1:19 p.m.