Triple

T4022386
Position Surface form Disambiguated ID Type / Status
Subject First Army (Allied, North Africa) E91307 entity
Predicate coordinationWith P1140 FINISHED
Object United States Army forces in North Africa
United States Army forces in North Africa were the American ground combat units that participated in the North African Campaign of World War II, fighting alongside Allied forces against Axis powers from 1942 to 1943.
E16247 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: United States Army forces in North Africa | Statement: [First Army (Allied, North Africa), coordinationWith, United States Army forces in North Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Army forces in North Africa
Context triple: [First Army (Allied, North Africa), coordinationWith, United States Army forces in North Africa]
  • A. Allied Expeditionary Force in North Africa
    The Allied Expeditionary Force in North Africa was the multinational British-American-led ground force that conducted the land campaigns following the 1942 Allied landings in French North Africa during World War II.
  • B. 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.
  • C. 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.
  • D. American Theater of Operations
    The American Theater of Operations was the World War II military area encompassing the continental United States and surrounding regions where U.S. forces conducted defense, training, and support activities rather than large-scale front-line combat.
  • E. Operation Torch
    Operation Torch was the 1942 Allied invasion of French North Africa during World War II, aimed at reducing Axis control in the Mediterranean and opening a new front against Germany.
  • 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: United States Army forces in North Africa
Triple: [First Army (Allied, North Africa), coordinationWith, United States Army forces in North Africa]
Generated description
United States Army forces in North Africa were the American ground combat units that participated in the North African Campaign of World War II, fighting alongside Allied forces against Axis powers from 1942 to 1943.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Army forces in North Africa
Target entity description: United States Army forces in North Africa were the American ground combat units that participated in the North African Campaign of World War II, fighting alongside Allied forces against Axis powers from 1942 to 1943.
  • A. Allied Expeditionary Force in North Africa chosen
    The Allied Expeditionary Force in North Africa was the multinational British-American-led ground force that conducted the land campaigns following the 1942 Allied landings in French North Africa during World War II.
  • B. 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.
  • C. 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.
  • D. American Theater of Operations
    The American Theater of Operations was the World War II military area encompassing the continental United States and surrounding regions where U.S. forces conducted defense, training, and support activities rather than large-scale front-line combat.
  • E. Operation Torch
    Operation Torch was the 1942 Allied invasion of French North Africa during World War II, aimed at reducing Axis control in the Mediterranean and opening a new front against Germany.
  • F. None of above.

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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaccb2f48190a16a1ba6e938da85 completed March 9, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5562bd7908190b9dfd246df8b8cc5 completed March 14, 2026, 12:35 p.m.
NEDg Description generation batch_69b556cdd05081909fea1fb0a58bc7d1 completed March 14, 2026, 12:38 p.m.
NED2 Entity disambiguation (via description) batch_69b557d445d081908f48fe3bd06f786e completed March 14, 2026, 12:43 p.m.
Created at: March 9, 2026, 3:35 p.m.