Triple

T5697536
Position Surface form Disambiguated ID Type / Status
Subject Third Battle of the Isonzo E125574 entity
Predicate militaryFront P2502 FINISHED
Object Southwestern Front of Austria-Hungary
The Southwestern Front of Austria-Hungary was a major Austro-Hungarian military command responsible for operations against Italy along the Isonzo and Alpine fronts during World War I.
E545374 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: Southwestern Front of Austria-Hungary | Statement: [Third Battle of the Isonzo, militaryFront, Southwestern Front of Austria-Hungary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southwestern Front of Austria-Hungary
Context triple: [Third Battle of the Isonzo, militaryFront, Southwestern Front of Austria-Hungary]
  • A. Austrian Army in Italy
    The Austrian Army in Italy was the Habsburg Monarchy’s principal field force in northern Italy that repeatedly opposed Napoleon Bonaparte’s advances during his late 18th- and early 19th-century Italian campaigns.
  • B. Isonzo
    The Isonzo is a river in the Julian Alps of northeastern Italy and western Slovenia, historically known as a major World War I battlefield.
  • C. Balkan Front
    The Balkan Front was a major World War I theater of operations in Southeastern Europe, involving campaigns among the Central Powers and Allied forces across the Balkan Peninsula.
  • D. Battle of the Isonzo
    The Battle of the Isonzo was a series of brutal World War I offensives fought between Italy and Austria-Hungary along the Isonzo River, marked by high casualties and minimal territorial gains.
  • E. Battle of Caporetto
    The Battle of Caporetto was a devastating 1917 Central Powers offensive on the Italian Front in World War I that shattered Italian lines, caused massive retreats and casualties, and became synonymous with military disaster.
  • 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: Southwestern Front of Austria-Hungary
Triple: [Third Battle of the Isonzo, militaryFront, Southwestern Front of Austria-Hungary]
Generated description
The Southwestern Front of Austria-Hungary was a major Austro-Hungarian military command responsible for operations against Italy along the Isonzo and Alpine fronts during World War I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southwestern Front of Austria-Hungary
Target entity description: The Southwestern Front of Austria-Hungary was a major Austro-Hungarian military command responsible for operations against Italy along the Isonzo and Alpine fronts during World War I.
  • A. Austrian Army in Italy
    The Austrian Army in Italy was the Habsburg Monarchy’s principal field force in northern Italy that repeatedly opposed Napoleon Bonaparte’s advances during his late 18th- and early 19th-century Italian campaigns.
  • B. Isonzo
    The Isonzo is a river in the Julian Alps of northeastern Italy and western Slovenia, historically known as a major World War I battlefield.
  • C. Balkan Front
    The Balkan Front was a major World War I theater of operations in Southeastern Europe, involving campaigns among the Central Powers and Allied forces across the Balkan Peninsula.
  • D. Battle of the Isonzo
    The Battle of the Isonzo was a series of brutal World War I offensives fought between Italy and Austria-Hungary along the Isonzo River, marked by high casualties and minimal territorial gains.
  • E. Battle of Caporetto
    The Battle of Caporetto was a devastating 1917 Central Powers offensive on the Italian Front in World War I that shattered Italian lines, caused massive retreats and casualties, and became synonymous with military disaster.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0240d6c0c8190bf970c7652fd9573 completed March 22, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07ddd0f248190a796055212284542 completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c08a536ecc8190a4a0391e28076d44 completed March 23, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_69c08ad660688190b5d3563ac2a9d0d9 completed March 23, 2026, 12:35 a.m.
Created at: March 22, 2026, 3:45 p.m.