Triple

T1186611
Position Surface form Disambiguated ID Type / Status
Subject British Eighth Army E25261 entity
Predicate opponent P437 FINISHED
Object Italian Army in North Africa
The Italian Army in North Africa was the contingent of Italy’s armed forces that fought alongside German troops against the Allies in the North African Campaign of World War II.
E159556 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: Italian Army in North Africa | Statement: [British Eighth Army, opponent, Italian Army in North Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Italian Army in North Africa
Context triple: [British Eighth Army, opponent, Italian Army in North Africa]
  • A. North African campaign
    The North African campaign was a major World War II theater in which Allied and Axis forces fought for control of North Africa’s deserts and vital Mediterranean supply routes between 1940 and 1943.
  • B. Operation Compass
    Operation Compass was a major early World War II British-led offensive in North Africa that resulted in a decisive defeat of Italian forces in Egypt and eastern Libya.
  • C. Italian campaign
    The Italian campaign was a series of Allied military operations in Italy during World War II aimed at knocking Italy out of the Axis and opening a new front against Germany in Europe.
  • D. Tunisian campaign
    The Tunisian campaign was the final phase of the North African fighting in World War II, in which Allied forces defeated Axis troops in Tunisia in 1943, leading to the surrender of large German and Italian forces.
  • E. Italian invasion of Egypt
    The Italian invasion of Egypt was a World War II North African campaign in 1940 in which Italian forces advanced from Libya into British-held Egypt, setting the stage for subsequent British counteroffensives.
  • 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: Italian Army in North Africa
Triple: [British Eighth Army, opponent, Italian Army in North Africa]
Generated description
The Italian Army in North Africa was the contingent of Italy’s armed forces that fought alongside German troops against the Allies in the North African Campaign of World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Italian Army in North Africa
Target entity description: The Italian Army in North Africa was the contingent of Italy’s armed forces that fought alongside German troops against the Allies in the North African Campaign of World War II.
  • A. North African campaign
    The North African campaign was a major World War II theater in which Allied and Axis forces fought for control of North Africa’s deserts and vital Mediterranean supply routes between 1940 and 1943.
  • B. Operation Compass
    Operation Compass was a major early World War II British-led offensive in North Africa that resulted in a decisive defeat of Italian forces in Egypt and eastern Libya.
  • C. Italian campaign
    The Italian campaign was a series of Allied military operations in Italy during World War II aimed at knocking Italy out of the Axis and opening a new front against Germany in Europe.
  • D. Tunisian campaign
    The Tunisian campaign was the final phase of the North African fighting in World War II, in which Allied forces defeated Axis troops in Tunisia in 1943, leading to the surrender of large German and Italian forces.
  • E. Italian invasion of Egypt
    The Italian invasion of Egypt was a World War II North African campaign in 1940 in which Italian forces advanced from Libya into British-held Egypt, setting the stage for subsequent British counteroffensives.
  • 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_69a49427d98881908646d6c63b8cea1e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd5578b08190bbe4089857fbf166 completed March 1, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69acde099eb88190ac354f3b4efb0965 completed March 8, 2026, 2:25 a.m.
NEDg Description generation batch_69acde7990b4819082a1bcb50215d4f1 completed March 8, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69acdee2d71481908a735d5685693ca8 completed March 8, 2026, 2:28 a.m.
Created at: March 1, 2026, 7:45 p.m.