Triple

T15376420
Position Surface form Disambiguated ID Type / Status
Subject Air Force Recruiting Service E367678 entity
Predicate hasAbbreviation P43 FINISHED
Object AFRS
AFRS is the United States Air Force organization responsible for attracting, recruiting, and enlisting qualified personnel into the Air Force and Space Force.
 E1153592 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: AFRS | Statement: [Air Force Recruiting Service, hasAbbreviation, AFRS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AFRS
Context triple: [Air Force Recruiting Service, hasAbbreviation, AFRS]
  • A. AFFRM
    AFFRM (African-American Film Festival Releasing Movement) was a distribution collective dedicated to releasing and promoting independent films by and about Black people in the United States.
  • B. AFRM
    AFRM is the stock ticker symbol for Affirm Holdings, Inc., a financial technology company known for its buy-now-pay-later payment solutions.
  • C. AFRF
    AFRF is the commonly used English abbreviation for the Russian Armed Forces, the military organization responsible for the defense and security of the Russian Federation.
  • D. AFS
    AFS is the National Rail station code for Ashford (Surrey) railway station in England.
  • E. AFROSAI
    AFROSAI is the African regional organization that brings together the supreme audit institutions of African countries to promote good governance, accountability, and the exchange of auditing expertise.
  • 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: AFRS
Triple: [Air Force Recruiting Service, hasAbbreviation, AFRS]
Generated description
AFRS is the United States Air Force organization responsible for attracting, recruiting, and enlisting qualified personnel into the Air Force and Space Force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AFRS
Target entity description: AFRS is the United States Air Force organization responsible for attracting, recruiting, and enlisting qualified personnel into the Air Force and Space Force.
  • A. AFFRM
    AFFRM (African-American Film Festival Releasing Movement) was a distribution collective dedicated to releasing and promoting independent films by and about Black people in the United States.
  • B. AFRM
    AFRM is the stock ticker symbol for Affirm Holdings, Inc., a financial technology company known for its buy-now-pay-later payment solutions.
  • C. AFRF
    AFRF is the commonly used English abbreviation for the Russian Armed Forces, the military organization responsible for the defense and security of the Russian Federation.
  • D. AFS
    AFS is the National Rail station code for Ashford (Surrey) railway station in England.
  • E. AFROSAI
    AFROSAI is the African regional organization that brings together the supreme audit institutions of African countries to promote good governance, accountability, and the exchange of auditing expertise.
  • 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e5ece1081908d7c1289258b9c1f completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b5502508190bd39b6d81ee57cc0 completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0f400ec08190961c63f957efe107 completed May 9, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ff0fbef36081908a0f6317a32f9c28 completed May 9, 2026, 10:43 a.m.
Created at: April 10, 2026, 3:18 a.m.