Triple

T6953719
Position Surface form Disambiguated ID Type / Status
Subject Trekkers E161189 entity
Predicate languageInterest P69046 FINISHED
Object Klingon language
The Klingon language is a constructed alien tongue from the Star Trek franchise, developed into a fully usable language with its own grammar, vocabulary, and community of fluent speakers.
E632049 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: Klingon language | Statement: [Trekkers, languageInterest, Klingon language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klingon language
Context triple: [Trekkers, languageInterest, Klingon language]
  • A. Picard language
    Picard language is a Romance language of northern France and parts of Belgium, closely related to French and Walloon and traditionally spoken in the Picardy and Nord–Pas-de-Calais regions.
  • B. Tobian language
    The Tobian language is a Micronesian language spoken primarily on Tobi Island in Palau, known for its small speaker population and close relation to other Carolinean languages.
  • C. Damara language
    The Damara language is a Khoe (Central Khoisan) language spoken primarily by the Damara people of Namibia.
  • D. Tuvinian language
    The Tuvinian language is a Turkic language spoken primarily in the Tuva Republic of Russia, known for its rich oral traditions and use in Tuvan throat singing culture.
  • E. Saraveca language
    The Saraveca language is an extinct Arawakan language once spoken in Bolivia, known from very limited historical documentation.
  • 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: Klingon language
Triple: [Trekkers, languageInterest, Klingon language]
Generated description
The Klingon language is a constructed alien tongue from the Star Trek franchise, developed into a fully usable language with its own grammar, vocabulary, and community of fluent speakers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klingon language
Target entity description: The Klingon language is a constructed alien tongue from the Star Trek franchise, developed into a fully usable language with its own grammar, vocabulary, and community of fluent speakers.
  • A. Picard language
    Picard language is a Romance language of northern France and parts of Belgium, closely related to French and Walloon and traditionally spoken in the Picardy and Nord–Pas-de-Calais regions.
  • B. Tobian language
    The Tobian language is a Micronesian language spoken primarily on Tobi Island in Palau, known for its small speaker population and close relation to other Carolinean languages.
  • C. Damara language
    The Damara language is a Khoe (Central Khoisan) language spoken primarily by the Damara people of Namibia.
  • D. Tuvinian language
    The Tuvinian language is a Turkic language spoken primarily in the Tuva Republic of Russia, known for its rich oral traditions and use in Tuvan throat singing culture.
  • E. Saraveca language
    The Saraveca language is an extinct Arawakan language once spoken in Bolivia, known from very limited historical documentation.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: languageInterest
Context triple: [Trekkers, languageInterest, Klingon language]
  • A. languagesSpoken
    Indicates that an entity is able to communicate using one or more specified languages.
  • B. focusesOnLanguage
    Indicates that an entity’s primary attention, activity, or content is directed toward language as its main subject or concern.
  • C. languageDiscussedIn chosen
    Indicates that a particular language is the topic of discussion within a specified context, source, or discourse.
  • D. isWidelySpokenIn
    Indicates that a language is spoken by a large portion of the population across many regions or communities within a specified area.
  • E. otherLanguage
    Indicates that an entity has or uses an additional language distinct from its primary or main language.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dacca12481908942ba793a104cc3 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7587ee1b08190b9f53ab7df4a4a58 completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c75a8998308190b99a11d5aaf7436b completed March 28, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c75afddbf88190884d98e4b8a0c9eb completed March 28, 2026, 4:37 a.m.
PD Predicate disambiguation batch_69c6d7bf0a7c8190b5ed4aca22ba9b97 completed March 27, 2026, 7:17 p.m.
Created at: March 27, 2026, 2:29 p.m.