Triple

T16596821
Position Surface form Disambiguated ID Type / Status
Subject June Offensive E403228 entity
Predicate involvedFormation P77623 FINISHED
Object Austro-Hungarian Fourth Army
The Austro-Hungarian Fourth Army was a field army of the Austro-Hungarian Empire that fought on the Eastern Front during World War I, notably participating in major operations against the Russian Empire.
 E1222874 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 Fourth Army | Statement: [June Offensive, involvedFormation, Austro-Hungarian Fourth Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Austro-Hungarian Fourth Army
Context triple: [June Offensive, involvedFormation, Austro-Hungarian Fourth Army]
  • A. Austro-Hungarian Fifth Army
    The Austro-Hungarian Fifth Army was a field army of the Austro-Hungarian Empire that fought on the Balkan front during World War I, particularly in operations against Serbia and Montenegro.
  • B. Austro-Hungarian 3rd Army
    The Austro-Hungarian 3rd Army was a field army of the Austro-Hungarian Empire that fought on the Eastern Front during World War I, particularly in major operations against the Russian Empire.
  • C. Austro-Hungarian Sixth Army
    The Austro-Hungarian Sixth Army was a field army of the Austro-Hungarian Empire that operated on the Balkan front during World War I, notably participating in early campaigns against Serbia.
  • D. Austro-Hungarian Balkan Army Group
    The Austro-Hungarian Balkan Army Group was a major Austro-Hungarian military formation in World War I responsible for conducting operations against Serbia and other Balkan adversaries.
  • E. Austrian II Army Corps
    The Austrian II Army Corps was a major field formation of the Austrian Empire’s army that played a significant role in mid-19th-century European conflicts, including the Second Italian War of Independence.
  • 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 Fourth Army
Triple: [June Offensive, involvedFormation, Austro-Hungarian Fourth Army]
Generated description
The Austro-Hungarian Fourth Army was a field army of the Austro-Hungarian Empire that fought on the Eastern Front during World War I, notably participating in major operations against the Russian Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Austro-Hungarian Fourth Army
Target entity description: The Austro-Hungarian Fourth Army was a field army of the Austro-Hungarian Empire that fought on the Eastern Front during World War I, notably participating in major operations against the Russian Empire.
  • A. Austro-Hungarian Fifth Army
    The Austro-Hungarian Fifth Army was a field army of the Austro-Hungarian Empire that fought on the Balkan front during World War I, particularly in operations against Serbia and Montenegro.
  • B. Austro-Hungarian 3rd Army
    The Austro-Hungarian 3rd Army was a field army of the Austro-Hungarian Empire that fought on the Eastern Front during World War I, particularly in major operations against the Russian Empire.
  • C. Austro-Hungarian Sixth Army
    The Austro-Hungarian Sixth Army was a field army of the Austro-Hungarian Empire that operated on the Balkan front during World War I, notably participating in early campaigns against Serbia.
  • D. Austro-Hungarian Balkan Army Group
    The Austro-Hungarian Balkan Army Group was a major Austro-Hungarian military formation in World War I responsible for conducting operations against Serbia and other Balkan adversaries.
  • E. Austrian II Army Corps
    The Austrian II Army Corps was a major field formation of the Austrian Empire’s army that played a significant role in mid-19th-century European conflicts, including the Second Italian War of Independence.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d723c508190b5afbda5eec5abea completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00759fe6ec81908c5321dcba558269 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a007825547c81909230ac39761fba96 completed May 10, 2026, 12:20 p.m.
NED2 Entity disambiguation (via description) batch_6a00788e103481908d40bbe4a3cb1695 completed May 10, 2026, 12:22 p.m.
Created at: April 10, 2026, 5:16 a.m.