Triple

T4079810
Position Surface form Disambiguated ID Type / Status
Subject Defense Language Institute Foreign Language Center E87449 entity
Predicate languageProficiencyStandard P6195 FINISHED
Object Interagency Language Roundtable scale
The Interagency Language Roundtable scale is a standardized framework used by U.S. government agencies to rate and compare individuals’ functional proficiency in foreign languages across defined skill levels.
E411138 NE FINISHED

How this triple was built (5 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: Interagency Language Roundtable scale | Statement: [Defense Language Institute Foreign Language Center, languageProficiencyStandard, Interagency Language Roundtable scale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interagency Language Roundtable scale
Context triple: [Defense Language Institute Foreign Language Center, languageProficiencyStandard, Interagency Language Roundtable scale]
  • A. Translations Through Speakers
    Translations Through Speakers is Jon Bellion’s debut mixtape, blending pop, hip-hop, and electronic influences into a concept-driven, self-produced project that helped establish his signature sound.
  • B. Defense Language Institute Foreign Language Center
    The Defense Language Institute Foreign Language Center is the U.S. military’s primary school for intensive foreign language education and cultural training for service members and select government personnel.
  • C. Centre for Applied Linguistics
    The Centre for Applied Linguistics is a research and teaching unit specializing in the study and practical application of language in real-world contexts, such as education, communication, and intercultural interaction.
  • D. Commission for Linguistics
    The Commission for Linguistics is a scholarly body within the Bavarian Academy of Sciences and Humanities dedicated to research and advancement in the field of linguistics.
  • E. LAMDA
    LAMDA is a prestigious London-based drama school renowned for training actors, directors, and other performing arts professionals.
  • 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: Interagency Language Roundtable scale
Triple: [Defense Language Institute Foreign Language Center, languageProficiencyStandard, Interagency Language Roundtable scale]
Generated description
The Interagency Language Roundtable scale is a standardized framework used by U.S. government agencies to rate and compare individuals’ functional proficiency in foreign languages across defined skill levels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interagency Language Roundtable scale
Target entity description: The Interagency Language Roundtable scale is a standardized framework used by U.S. government agencies to rate and compare individuals’ functional proficiency in foreign languages across defined skill levels.
  • A. Translations Through Speakers
    Translations Through Speakers is Jon Bellion’s debut mixtape, blending pop, hip-hop, and electronic influences into a concept-driven, self-produced project that helped establish his signature sound.
  • B. Defense Language Institute Foreign Language Center
    The Defense Language Institute Foreign Language Center is the U.S. military’s primary school for intensive foreign language education and cultural training for service members and select government personnel.
  • C. Centre for Applied Linguistics
    The Centre for Applied Linguistics is a research and teaching unit specializing in the study and practical application of language in real-world contexts, such as education, communication, and intercultural interaction.
  • D. Commission for Linguistics
    The Commission for Linguistics is a scholarly body within the Bavarian Academy of Sciences and Humanities dedicated to research and advancement in the field of linguistics.
  • E. LAMDA
    LAMDA is a prestigious London-based drama school renowned for training actors, directors, and other performing arts professionals.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: languageProficiencyStandard
Context triple: [Defense Language Institute Foreign Language Center, languageProficiencyStandard, Interagency Language Roundtable scale]
  • A. languageStandard chosen
    Indicates that one entity conforms to, is defined by, or is governed by the language rules, specifications, or conventions established by another entity as a standard.
  • B. languageCriterion
    Indicates that a relationship or selection is based on whether something meets a specified language-related requirement or condition.
  • C. languageStandardizationRole
    Indicates the role an entity plays in establishing, maintaining, or influencing the standardization of a language.
  • D. standardLanguageOf
    Indicates that one entity serves as the officially recognized or commonly used standard language for another entity (such as a country, region, or organization).
  • E. languageOfAssessment
    Indicates that a specified language is used as the medium of assessment (e.g., for tests, evaluations, or examinations) for a given entity.
  • F. None of above.

Provenance (6 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_69aed9435cf48190ad1da737c962d19d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc5087b081909d6042bfe8d8a306 completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562c0ecb48190b3def058eaf49dd3 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b566abe9508190bdd2ff7cc98bac2e completed March 14, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69b566f5fc8481909d8983af6b25905a completed March 14, 2026, 1:47 p.m.
PD Predicate disambiguation batch_69aef9082c2081908474f082a49bebc8 completed March 9, 2026, 4:44 p.m.
Created at: March 9, 2026, 3:39 p.m.