Triple

T4350289
Position Surface form Disambiguated ID Type / Status
Subject Ulchi Freedom Guardian E98006 entity
Predicate alsoKnownAs P39 FINISHED
Object UFG
UFG is the commonly used abbreviation for Ulchi Freedom Guardian, a large-scale annual joint military exercise conducted by South Korea and the United States.
 E433307 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: UFG | Statement: [Ulchi Freedom Guardian, alsoKnownAs, UFG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UFG
Context triple: [Ulchi Freedom Guardian, alsoKnownAs, UFG]
  • A. Ufgood
    Ufgood is the surname of Willow Ufgood, the central aspiring sorcerer and farmer protagonist from the fantasy film "Willow."
  • B. GUF
    GUF is the three-letter ISO 3166-1 alpha-3 country code assigned to French Guiana.
  • C. UNGSC
    UNGSC is the United Nations Global Service Centre that provides logistical, technical, and operational support to UN peacekeeping and political missions worldwide.
  • D. UFA
    UFA (Universum Film AG) was a major German film production and distribution company, especially prominent during the Weimar Republic and early 20th-century cinema.
  • E. UNDG
    UNDG is a former coordination body within the United Nations system that brought together UN funds, programmes, and specialized agencies to improve the effectiveness and coherence of development activities at the country level.
  • 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: UFG
Triple: [Ulchi Freedom Guardian, alsoKnownAs, UFG]
Generated description
UFG is the commonly used abbreviation for Ulchi Freedom Guardian, a large-scale annual joint military exercise conducted by South Korea and the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UFG
Target entity description: UFG is the commonly used abbreviation for Ulchi Freedom Guardian, a large-scale annual joint military exercise conducted by South Korea and the United States.
  • A. Ufgood
    Ufgood is the surname of Willow Ufgood, the central aspiring sorcerer and farmer protagonist from the fantasy film "Willow."
  • B. GUF
    GUF is the three-letter ISO 3166-1 alpha-3 country code assigned to French Guiana.
  • C. UNGSC
    UNGSC is the United Nations Global Service Centre that provides logistical, technical, and operational support to UN peacekeeping and political missions worldwide.
  • D. UFA
    UFA (Universum Film AG) was a major German film production and distribution company, especially prominent during the Weimar Republic and early 20th-century cinema.
  • E. UNDG
    UNDG is a former coordination body within the United Nations system that brought together UN funds, programmes, and specialized agencies to improve the effectiveness and coherence of development activities at the country level.
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351a840248190b88c8a7be9158d25 completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbb01fb0819083fbdd194b2a96f8 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5dcca1168819081480cf2f32cf23f completed March 14, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69b5dd4fe660819080484016bc4c8ff8 completed March 14, 2026, 10:12 p.m.
Created at: March 12, 2026, 11:15 p.m.