Triple

T140912
Position Surface form Disambiguated ID Type / Status
Subject Operation Torch E2846 entity
Predicate groundForces P6761 FINISHED
Object 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.
E16247 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: Allied Expeditionary Force in North Africa | Statement: [Operation Torch, groundForces, Allied Expeditionary Force in North Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allied Expeditionary Force in North Africa
Context triple: [Operation Torch, groundForces, Allied Expeditionary Force in North Africa]
  • A. 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.
  • B. 12th Army Group
    The 12th Army Group was a major U.S. Army field army formation in northwest Europe during World War II, commanded by General Omar Bradley and instrumental in the Allied advance from Normandy into Germany.
  • C. 21st Army Group
    The 21st Army Group was a major British-led Allied field army formation in Northwest Europe during World War II, commanded by General Bernard Montgomery and instrumental in the liberation of Western Europe after D-Day.
  • D. Supreme Headquarters Allied Expeditionary Force
    Supreme Headquarters Allied Expeditionary Force was the World War II command center led by General Dwight D. Eisenhower that directed Allied operations in Western Europe.
  • E. Allied Naval Expeditionary Force
    The Allied Naval Expeditionary Force was the multinational naval command responsible for planning and executing the seaborne aspects of Allied operations in Western Europe during World War II, including the D-Day landings.
  • 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: Allied Expeditionary Force in North Africa
Triple: [Operation Torch, groundForces, Allied Expeditionary Force in North Africa]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allied Expeditionary Force in North Africa
Target entity description: 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.
  • A. 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.
  • B. 12th Army Group
    The 12th Army Group was a major U.S. Army field army formation in northwest Europe during World War II, commanded by General Omar Bradley and instrumental in the Allied advance from Normandy into Germany.
  • C. 21st Army Group
    The 21st Army Group was a major British-led Allied field army formation in Northwest Europe during World War II, commanded by General Bernard Montgomery and instrumental in the liberation of Western Europe after D-Day.
  • D. Supreme Headquarters Allied Expeditionary Force
    Supreme Headquarters Allied Expeditionary Force was the World War II command center led by General Dwight D. Eisenhower that directed Allied operations in Western Europe.
  • E. Allied Naval Expeditionary Force
    The Allied Naval Expeditionary Force was the multinational naval command responsible for planning and executing the seaborne aspects of Allied operations in Western Europe during World War II, including the D-Day landings.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: groundForces
Context triple: [Operation Torch, groundForces, Allied Expeditionary Force in North Africa]
  • A. primaryUSForces
    Indicates that the referenced forces constitute the main or principal contingent of United States military forces in a given context or operation.
  • B. warfareCapability
    Indicates the ability or capacity of an entity to engage in, conduct, or support acts of warfare.
  • C. militaryStrategy
    Indicates a relationship where an entity plans, directs, or is associated with the organized use of armed forces and tactics to achieve military or defense objectives.
  • D. militaryTheater
    Indicates that an entity is a geographic or operational area where military operations or campaigns are conducted.
  • E. hasMilitaryDivision
    Indicates that an entity possesses, includes, or is organizationally associated with a specific military division.
  • F. None of above. chosen

Provenance (7 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a2580ca15481909fa3e87d804a1b23 completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b4bc01cc8190bed2333b274ee645 completed Feb. 28, 2026, 9:26 a.m.
NEDg Description generation batch_69a2b5b9f65081909c1afec015c5d485 completed Feb. 28, 2026, 9:30 a.m.
NED2 Entity disambiguation (via description) batch_69a2b6648d188190a81f432c91512b5e completed Feb. 28, 2026, 9:33 a.m.
PD Predicate disambiguation batch_69a2565559ac81909e0c4e095a7dfa27 completed Feb. 28, 2026, 2:43 a.m.
PDg Predicate description generation batch_69a2580b00988190868ee24c0289cf70 completed Feb. 28, 2026, 2:50 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.