Triple

T18370610
Position Surface form Disambiguated ID Type / Status
Subject Ferengi E446171 entity
Predicate language P15 FINISHED
Object Ferengi language
The Ferengi language is a fictional tongue spoken by the Ferengi species in the Star Trek universe, characterized by its guttural sounds and association with their profit-driven culture.
E1320746 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: Ferengi language | Statement: [Ferengi, language, Ferengi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ferengi language
Context triple: [Ferengi, language, Ferengi language]
  • A. 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.
  • B. Cardassian language
    The Cardassian language is the fictional native tongue of the Cardassian species in the Star Trek universe, characterized by its harsh, guttural sound and use in Cardassian culture, politics, and military communication.
  • C. Vidiian language
    The Vidiian language is the fictional native tongue of the Vidiian species in the Star Trek universe, characterized by its alien phonetics and use in their on-screen culture and communications.
  • D. Romulan language
    The Romulan language is a fictional tongue spoken by the Romulan species in the Star Trek universe, characterized by its shared roots with the Vulcan language and its use in Romulan culture, politics, and military communications.
  • E. Huttese
    Huttese is a fictional trade language in the Star Wars universe, commonly associated with the Hutt crime lords and spoken widely in Outer Rim locations like Tatooine.
  • 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: Ferengi language
Triple: [Ferengi, language, Ferengi language]
Generated description
The Ferengi language is a fictional tongue spoken by the Ferengi species in the Star Trek universe, characterized by its guttural sounds and association with their profit-driven culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ferengi language
Target entity description: The Ferengi language is a fictional tongue spoken by the Ferengi species in the Star Trek universe, characterized by its guttural sounds and association with their profit-driven culture.
  • A. 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.
  • B. Cardassian language
    The Cardassian language is the fictional native tongue of the Cardassian species in the Star Trek universe, characterized by its harsh, guttural sound and use in Cardassian culture, politics, and military communication.
  • C. Vidiian language
    The Vidiian language is the fictional native tongue of the Vidiian species in the Star Trek universe, characterized by its alien phonetics and use in their on-screen culture and communications.
  • D. Romulan language
    The Romulan language is a fictional tongue spoken by the Romulan species in the Star Trek universe, characterized by its shared roots with the Vulcan language and its use in Romulan culture, politics, and military communications.
  • E. Huttese
    Huttese is a fictional trade language in the Star Wars universe, commonly associated with the Hutt crime lords and spoken widely in Outer Rim locations like Tatooine.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e5175324e48190a00572e15423feb7 completed April 19, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d77869e48190a7221d97c99dd2fd completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d831538881908117b180f6cb16da completed May 13, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_6a03d8b2a8208190a3c346db913cf58c completed May 13, 2026, 1:49 a.m.
Created at: April 10, 2026, 10:44 a.m.