Triple
T4468676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | July Crisis of 1914 |
E98440
|
entity |
| Predicate | hasKeyEvent |
P811
|
FINISHED |
| Object |
Austro-Hungarian ultimatum to Serbia
The Austro-Hungarian ultimatum to Serbia was a harsh set of demands issued on 23 July 1914 after the assassination of Archduke Franz Ferdinand, whose rejection helped trigger the outbreak of World War I.
|
E98440
|
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 ultimatum to Serbia | Statement: [July Crisis of 1914, hasKeyEvent, Austro-Hungarian ultimatum to Serbia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian ultimatum to Serbia Context triple: [July Crisis of 1914, hasKeyEvent, Austro-Hungarian ultimatum to Serbia]
-
A.
Bosnian Crisis
The Bosnian Crisis was a 1908–1909 diplomatic confrontation sparked by Austria-Hungary’s annexation of Bosnia and Herzegovina, heightening tensions among the European great powers and contributing to the buildup toward World War I.
-
B.
Assassination of Archduke Franz Ferdinand
The Assassination of Archduke Franz Ferdinand was the 1914 killing of the Austro-Hungarian heir and his wife by a Bosnian Serb nationalist, an event that triggered the July Crisis and the outbreak of World War I.
-
C.
July Crisis of 1914
The July Crisis of 1914 was the month-long diplomatic standoff following the assassination of Archduke Franz Ferdinand that escalated tensions among European powers and ultimately triggered the outbreak of World War I.
-
D.
Balkan Wars
The Balkan Wars were two early 20th-century conflicts in Southeastern Europe in which Balkan states fought the Ottoman Empire and then each other, reshaping regional borders and heightening tensions that helped set the stage for World War I.
-
E.
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.
- 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 ultimatum to Serbia Triple: [July Crisis of 1914, hasKeyEvent, Austro-Hungarian ultimatum to Serbia]
Generated description
The Austro-Hungarian ultimatum to Serbia was a harsh set of demands issued on 23 July 1914 after the assassination of Archduke Franz Ferdinand, whose rejection helped trigger the outbreak of World War I.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian ultimatum to Serbia Target entity description: The Austro-Hungarian ultimatum to Serbia was a harsh set of demands issued on 23 July 1914 after the assassination of Archduke Franz Ferdinand, whose rejection helped trigger the outbreak of World War I.
-
A.
Bosnian Crisis
The Bosnian Crisis was a 1908–1909 diplomatic confrontation sparked by Austria-Hungary’s annexation of Bosnia and Herzegovina, heightening tensions among the European great powers and contributing to the buildup toward World War I.
-
B.
Assassination of Archduke Franz Ferdinand
The Assassination of Archduke Franz Ferdinand was the 1914 killing of the Austro-Hungarian heir and his wife by a Bosnian Serb nationalist, an event that triggered the July Crisis and the outbreak of World War I.
-
C.
July Crisis of 1914
chosen
The July Crisis of 1914 was the month-long diplomatic standoff following the assassination of Archduke Franz Ferdinand that escalated tensions among European powers and ultimately triggered the outbreak of World War I.
-
D.
Balkan Wars
The Balkan Wars were two early 20th-century conflicts in Southeastern Europe in which Balkan states fought the Ottoman Empire and then each other, reshaping regional borders and heightening tensions that helped set the stage for World War I.
-
E.
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.
- F. None of above.
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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3569ba84881909e9c1d9dfc004439 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b628665ba4819095d5ab205dd852d7 |
completed | March 15, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69b62954b77c8190968f844514656415 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62a0cd92c8190a9eee2a9d73fb679 |
completed | March 15, 2026, 3:39 a.m. |
Created at: March 12, 2026, 11:34 p.m.