Triple

T13676931
Position Surface form Disambiguated ID Type / Status
Subject Army & Air Force Exchange Service E327901 entity
Predicate shortName P43 FINISHED
Object AAFES
AAFES is the retail and services organization that operates stores and facilities for U.S. Army and Air Force personnel and their families worldwide.
 E1056189 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: AAFES | Statement: [Army & Air Force Exchange Service, shortName, AAFES]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AAFES
Context triple: [Army & Air Force Exchange Service, shortName, AAFES]
  • A. AFS
    AFS is the National Rail station code for Ashford (Surrey) railway station in England.
  • B. 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.
  • C. AEF
    AEF was the common abbreviation for French Equatorial Africa, a former federation of French colonial territories in central Africa.
  • D. AFESD
    AFESD is a regional Arab financial institution that provides development financing and support to promote economic and social progress in Arab countries.
  • E. AFSJ
    AFSJ is the European Union’s policy framework that governs cooperation on justice, security, border control, and fundamental rights across member states.
  • 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: AAFES
Triple: [Army & Air Force Exchange Service, shortName, AAFES]
Generated description
AAFES is the retail and services organization that operates stores and facilities for U.S. Army and Air Force personnel and their families worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AAFES
Target entity description: AAFES is the retail and services organization that operates stores and facilities for U.S. Army and Air Force personnel and their families worldwide.
  • A. AFS
    AFS is the National Rail station code for Ashford (Surrey) railway station in England.
  • B. 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.
  • C. AEF
    AEF was the common abbreviation for French Equatorial Africa, a former federation of French colonial territories in central Africa.
  • D. AFESD
    AFESD is a regional Arab financial institution that provides development financing and support to promote economic and social progress in Arab countries.
  • E. AFSJ
    AFSJ is the European Union’s policy framework that governs cooperation on justice, security, border control, and fundamental rights across member states.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65d8dc081909664e69bb38610ba completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f794405a38819085f38170c56564f2 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f7955fce288190a7e426f467517a91 completed May 3, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69f7996cddf08190973e493fb788ce7a completed May 3, 2026, 6:52 p.m.
Created at: April 9, 2026, 9:53 p.m.