Triple

T1004670
Position Surface form Disambiguated ID Type / Status
Subject Battle of Rivoli E21681 entity
Predicate FrenchArmy P4889 FINISHED
Object Army of Italy
The Army of Italy was a French Revolutionary field army that, under leaders such as Napoleon Bonaparte, conducted major campaigns in northern Italy and helped secure French dominance in the region.
E131357 NE FINISHED

How this triple was built (5 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: Army of Italy | Statement: [Battle of Rivoli, FrenchArmy, Army of Italy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army of Italy
Context triple: [Battle of Rivoli, FrenchArmy, Army of Italy]
  • A. Italian Army (Kingdom of Italy)
    The Italian Army of the Kingdom of Italy was the land warfare branch of Italy’s armed forces from unification in the 19th century through World War II, participating in major conflicts such as the Italo-Turkish War, World War I, and World War II.
  • B. Italian Army (Republic of Italy)
    The Italian Army (Republic of Italy) is the land warfare branch of Italy’s post-World War II armed forces, serving under the democratic republic established after the monarchy was abolished.
  • C. Italian Co-Belligerent Army
    The Italian Co-Belligerent Army was the force formed from Royalist Italian troops that, after the 1943 armistice, fought alongside the Allies against Nazi Germany and the Italian Social Republic during the final phase of World War II.
  • D. Italian 1st Army
    The Italian 1st Army was a major Royal Italian Army field formation that fought in North Africa during World War II alongside German forces, notably suffering heavy defeat at El Alamein.
  • E. Italian 8th Army
    The Italian 8th Army was a major Royal Italian Army formation on the Eastern Front in World War II, best known for its devastating defeat alongside German forces during the Soviet offensives in the winter of 1942–1943.
  • 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: Army of Italy
Triple: [Battle of Rivoli, FrenchArmy, Army of Italy]
Generated description
The Army of Italy was a French Revolutionary field army that, under leaders such as Napoleon Bonaparte, conducted major campaigns in northern Italy and helped secure French dominance in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army of Italy
Target entity description: The Army of Italy was a French Revolutionary field army that, under leaders such as Napoleon Bonaparte, conducted major campaigns in northern Italy and helped secure French dominance in the region.
  • A. Italian Army (Kingdom of Italy)
    The Italian Army of the Kingdom of Italy was the land warfare branch of Italy’s armed forces from unification in the 19th century through World War II, participating in major conflicts such as the Italo-Turkish War, World War I, and World War II.
  • B. Italian Army (Republic of Italy)
    The Italian Army (Republic of Italy) is the land warfare branch of Italy’s post-World War II armed forces, serving under the democratic republic established after the monarchy was abolished.
  • C. Italian Co-Belligerent Army
    The Italian Co-Belligerent Army was the force formed from Royalist Italian troops that, after the 1943 armistice, fought alongside the Allies against Nazi Germany and the Italian Social Republic during the final phase of World War II.
  • D. Italian 1st Army
    The Italian 1st Army was a major Royal Italian Army field formation that fought in North Africa during World War II alongside German forces, notably suffering heavy defeat at El Alamein.
  • E. Italian 8th Army
    The Italian 8th Army was a major Royal Italian Army formation on the Eastern Front in World War II, best known for its devastating defeat alongside German forces during the Soviet offensives in the winter of 1942–1943.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: FrenchArmy
Context triple: [Battle of Rivoli, FrenchArmy, Army of Italy]
  • A. FrenchCasualties
    Indicates that the relationship specifies the number or extent of casualties suffered by French forces in a given event or context.
  • B. FrenchCommander
    Indicates that an entity serves as a military commander associated with France.
  • C. FrenchImperialGunsLost
    Indicates that French imperial forces lost their artillery or guns in a particular event or context.
  • D. FrenchObjective
    Indicates that an entity serves as the goal, target, or object of an action or relation specifically within a French linguistic or contextual framework.
  • E. militaryOrganization chosen
    Indicates that an entity functions as, or is associated with, a structured armed forces or defense-related organization.
  • F. None of above.

Provenance (6 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4ff614081909478500ada1f5059 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5e9d99f08190ad72bdb3ab555fec completed March 7, 2026, 5:21 p.m.
NEDg Description generation batch_69ac5f248db081908596810839ee6160 completed March 7, 2026, 5:23 p.m.
NED2 Entity disambiguation (via description) batch_69ac5fb242488190bf99f63956aeda13 completed March 7, 2026, 5:26 p.m.
PD Predicate disambiguation batch_69a4b2b1f4f88190822598cfd2a0fd2b completed March 1, 2026, 9:42 p.m.
Created at: March 1, 2026, 7:41 p.m.