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.