Triple
T21034070
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austro-Hungarian Balkan Army Group |
E518140
|
entity |
| Predicate | usedEquipmentFrom |
P4673
|
FINISHED |
| Object | Austro-Hungarian arms industry |
—
|
NE NERFINISHED |
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 arms industry | Statement: [Austro-Hungarian Balkan Army Group, usedEquipmentFrom, Austro-Hungarian arms industry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian arms industry Context triple: [Austro-Hungarian Balkan Army Group, usedEquipmentFrom, Austro-Hungarian arms industry]
-
A.
Österreichische Waffenfabriks-Gesellschaft
Österreichische Waffenfabriks-Gesellschaft was a prominent Austro-Hungarian arms manufacturer based in Steyr, known for producing military rifles and other firearms in the late 19th and early 20th centuries.
-
B.
German armaments industry
The German armaments industry was the network of companies, shipyards, and factories in Germany that designed and produced weapons, munitions, and military equipment, especially during the World Wars.
-
C.
Habsburg-Lorraine arms
The Habsburg-Lorraine arms are the heraldic achievement of the Habsburg-Lorraine dynasty, combining the symbols of the Habsburg and Lorraine houses and used by various branches of the imperial family across Europe.
-
D.
Steyr
Steyr is a historic industrial city in northern Austria known for its well-preserved old town and long tradition of metalworking and manufacturing.
-
E.
Oerlikon
Oerlikon is a district in the north of Zurich, Switzerland, known as a major residential, commercial, and transportation hub of the city.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian arms industry Target entity description: The Austro-Hungarian arms industry was the network of imperial factories and private firms that designed and produced weapons, ammunition, and military equipment for the Austro-Hungarian Empire, especially during the late 19th century and World War I.
-
A.
Österreichische Waffenfabriks-Gesellschaft
Österreichische Waffenfabriks-Gesellschaft was a prominent Austro-Hungarian arms manufacturer based in Steyr, known for producing military rifles and other firearms in the late 19th and early 20th centuries.
-
B.
German armaments industry
The German armaments industry was the network of companies, shipyards, and factories in Germany that designed and produced weapons, munitions, and military equipment, especially during the World Wars.
-
C.
Habsburg-Lorraine arms
The Habsburg-Lorraine arms are the heraldic achievement of the Habsburg-Lorraine dynasty, combining the symbols of the Habsburg and Lorraine houses and used by various branches of the imperial family across Europe.
-
D.
Steyr
Steyr is a historic industrial city in northern Austria known for its well-preserved old town and long tradition of metalworking and manufacturing.
-
E.
Oerlikon
Oerlikon is a district in the north of Zurich, Switzerland, known as a major residential, commercial, and transportation hub of the city.
- F. None of above. chosen
Provenance (2 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_69e0b503275c8190afd9a163f997c709 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc84b4ac8190bcee5fbba730b499 |
completed | April 21, 2026, 4:26 a.m. |
Created at: April 16, 2026, 2 p.m.