Triple

T1676063
Position Surface form Disambiguated ID Type / Status
Subject Austro-Hungarian Army E36233 entity
Predicate engagedIn P149 FINISHED
Object 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.
 E191257 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: Battle of the Isonzo | Statement: [Austro-Hungarian Army, engagedIn, Battle of the Isonzo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Battle of the Isonzo
Context triple: [Austro-Hungarian Army, engagedIn, Battle of the Isonzo]
  • A. Second Battle of the Isonzo
    The Second Battle of the Isonzo was a 1915 World War I offensive in which Italian forces launched a costly but largely unsuccessful assault against Austro-Hungarian positions along the Isonzo River.
  • B. First Battle of the Isonzo
    The First Battle of the Isonzo was a 1915 World War I offensive in which Italian forces unsuccessfully attempted to break Austro-Hungarian defenses along the Isonzo River, marking the start of a long and costly series of battles on that front.
  • C. Fifth Battle of the Isonzo
    The Fifth Battle of the Isonzo was a brief, largely inconclusive Italian offensive against Austro-Hungarian forces along the Isonzo River in March 1916 during World War I.
  • D. Eighth Battle of the Isonzo
    The Eighth Battle of the Isonzo was a 1916 Italian offensive against Austro-Hungarian forces along the Isonzo River, marked by heavy casualties and minimal territorial gains.
  • E. Ninth Battle of the Isonzo
    The Ninth Battle of the Isonzo was a 1916 Italian offensive against Austro-Hungarian forces along the Isonzo River, marked by heavy casualties and minimal territorial gains.
  • 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: Battle of the Isonzo
Triple: [Austro-Hungarian Army, engagedIn, Battle of the Isonzo]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Battle of the Isonzo
Target entity description: 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.
  • A. Second Battle of the Isonzo
    The Second Battle of the Isonzo was a 1915 World War I offensive in which Italian forces launched a costly but largely unsuccessful assault against Austro-Hungarian positions along the Isonzo River.
  • B. First Battle of the Isonzo
    The First Battle of the Isonzo was a 1915 World War I offensive in which Italian forces unsuccessfully attempted to break Austro-Hungarian defenses along the Isonzo River, marking the start of a long and costly series of battles on that front.
  • C. Fifth Battle of the Isonzo
    The Fifth Battle of the Isonzo was a brief, largely inconclusive Italian offensive against Austro-Hungarian forces along the Isonzo River in March 1916 during World War I.
  • D. Eighth Battle of the Isonzo
    The Eighth Battle of the Isonzo was a 1916 Italian offensive against Austro-Hungarian forces along the Isonzo River, marked by heavy casualties and minimal territorial gains.
  • E. Ninth Battle of the Isonzo
    The Ninth Battle of the Isonzo was a 1916 Italian offensive against Austro-Hungarian forces along the Isonzo River, marked by heavy casualties and minimal territorial gains.
  • 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_69a886139ed081909af0940aa9313512 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa625cb1a08190bf7b138c5bfb90b2 completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad798b0f1c81908174b312878e559b completed March 8, 2026, 1:28 p.m.
NEDg Description generation batch_69ad79ffb1f481908e91e87f131dd779 completed March 8, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_69ad7b1a6c90819095b04638ff8a45d9 completed March 8, 2026, 1:35 p.m.
Created at: March 4, 2026, 7:29 p.m.