Triple

T5996064
Position Surface form Disambiguated ID Type / Status
Subject United States Armed Forces in World War I E133472 entity
Predicate abbreviation P43 FINISHED
Object AEF
The American Expeditionary Forces (AEF) were the United States military formations sent to Europe under General John J. Pershing during World War I, playing a crucial role in the final Allied offensives.
E560444 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: AEF | Statement: [United States Armed Forces in World War I, abbreviation, AEF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AEF
Context triple: [United States Armed Forces in World War I, abbreviation, AEF]
  • A. AEF
    AEF was the common abbreviation for French Equatorial Africa, a former federation of French colonial territories in central Africa.
  • B. EAF
    The EAF is the aerial warfare branch of Egypt's armed forces, responsible for defending the country's airspace and conducting air operations.
  • C. EOAF
    EOAF is the abbreviated name for the Massachusetts Executive Office for Administration and Finance, the state agency responsible for overseeing the Commonwealth’s budget, financial management, and administrative policy.
  • D. AFA
    AFA is the Argentine Football Association, the main governing body responsible for organizing and regulating football in Argentina, including its national teams and professional leagues.
  • E. BEF
    The BEF was the British Army force deployed to France at the start of World War II, which fought in the early campaigns and was famously evacuated from Dunkirk in 1940.
  • 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: AEF
Triple: [United States Armed Forces in World War I, abbreviation, AEF]
Generated description
The American Expeditionary Forces (AEF) were the United States military formations sent to Europe under General John J. Pershing during World War I, playing a crucial role in the final Allied offensives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AEF
Target entity description: The American Expeditionary Forces (AEF) were the United States military formations sent to Europe under General John J. Pershing during World War I, playing a crucial role in the final Allied offensives.
  • A. AEF
    AEF was the common abbreviation for French Equatorial Africa, a former federation of French colonial territories in central Africa.
  • B. EAF
    The EAF is the aerial warfare branch of Egypt's armed forces, responsible for defending the country's airspace and conducting air operations.
  • C. EOAF
    EOAF is the abbreviated name for the Massachusetts Executive Office for Administration and Finance, the state agency responsible for overseeing the Commonwealth’s budget, financial management, and administrative policy.
  • D. AFA
    AFA is the Argentine Football Association, the main governing body responsible for organizing and regulating football in Argentina, including its national teams and professional leagues.
  • E. BEF
    The BEF was the British Army force deployed to France at the start of World War II, which fought in the early campaigns and was famously evacuated from Dunkirk in 1940.
  • 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_69c00870ddbc81909880fa3864f4f38d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04e963f3c819082dd755e328ab947 completed March 22, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1086f6b5481908c573c6e533ad98a completed March 23, 2026, 9:31 a.m.
NEDg Description generation batch_69c10920720c8190bc182385d14d45ae completed March 23, 2026, 9:34 a.m.
NED2 Entity disambiguation (via description) batch_69c109ab219c8190b6155c32ae5db1b9 completed March 23, 2026, 9:36 a.m.
Created at: March 22, 2026, 4:05 p.m.