Triple

T18120668
Position Surface form Disambiguated ID Type / Status
Subject Auxiliary Fire Service E433721 entity
Predicate shortName P43 FINISHED
Object AFS
AFS is an abbreviation commonly used for the Auxiliary Fire Service, a volunteer civil defense firefighting organization that supported regular fire brigades, particularly during wartime.
 E1306741 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: AFS | Statement: [Auxiliary Fire Service, shortName, AFS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AFS
Context triple: [Auxiliary Fire Service, shortName, AFS]
  • A. AFS
    AFS is the official abbreviation for the Swiss Federal Archives, the national institution responsible for preserving and providing access to Switzerland’s federal documentary heritage.
  • B. AFS
    AFS is the National Rail station code for Ashford (Surrey) railway station in England.
  • C. AFSFC
    AFSFC is the U.S. Air Force organization responsible for providing policy, training, and support for Security Forces units worldwide.
  • D. AFSJ
    AFSJ is the European Union’s policy framework that governs cooperation on justice, security, border control, and fundamental rights across member states.
  • E. AFSAC
    AFSAC is a U.S. Air Force organization responsible for managing foreign military sales and security cooperation programs with partner nations.
  • 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: AFS
Triple: [Auxiliary Fire Service, shortName, AFS]
Generated description
AFS is an abbreviation commonly used for the Auxiliary Fire Service, a volunteer civil defense firefighting organization that supported regular fire brigades, particularly during wartime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AFS
Target entity description: AFS is an abbreviation commonly used for the Auxiliary Fire Service, a volunteer civil defense firefighting organization that supported regular fire brigades, particularly during wartime.
  • A. AFS
    AFS is the National Rail station code for Ashford (Surrey) railway station in England.
  • B. AFS
    AFS is the official abbreviation for the Swiss Federal Archives, the national institution responsible for preserving and providing access to Switzerland’s federal documentary heritage.
  • C. AFSFC
    AFSFC is the U.S. Air Force organization responsible for providing policy, training, and support for Security Forces units worldwide.
  • D. AFSJ
    AFSJ is the European Union’s policy framework that governs cooperation on justice, security, border control, and fundamental rights across member states.
  • E. AFSAC
    AFSAC is a U.S. Air Force organization responsible for managing foreign military sales and security cooperation programs with partner nations.
  • 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_69d8b909e8cc81908df4cc2b8ea6d11f completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ddd9b21c81908d23b8d9840410df completed April 19, 2026, 1:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a037c434db081909033b922a1aa2f57 completed May 12, 2026, 7:15 p.m.
NEDg Description generation batch_6a037e03d37c819093ef34d1752f6c01 completed May 12, 2026, 7:22 p.m.
NED2 Entity disambiguation (via description) batch_6a037f09a0b48190942cd8a6184a68fb completed May 12, 2026, 7:27 p.m.
Created at: April 10, 2026, 10:28 a.m.