Triple

T5293405
Position Surface form Disambiguated ID Type / Status
Subject Avatar (film score) E119796 entity
Predicate language P15 FINISHED
Object Naʼvi (constructed language)
Naʼvi is a constructed language created by linguist Paul Frommer for the fictional indigenous people in James Cameron’s film "Avatar," featuring its own grammar, vocabulary, and phonology.
 E507841 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: Naʼvi (constructed language) | Statement: [Avatar (film score), language, Naʼvi (constructed language)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naʼvi (constructed language)
Context triple: [Avatar (film score), language, Naʼvi (constructed language)]
  • A. Damara language
    The Damara language is a Khoe (Central Khoisan) language spoken primarily by the Damara people of Namibia.
  • B. Eonavian language
    Eonavian language is a Romance language variety spoken in the western coastal region of Asturias, Spain, sharing features with both Galician and Asturian.
  • C. Avokaya language
    The Avokaya language is a Central Sudanic language spoken primarily by the Avokaya people in parts of South Sudan and the Democratic Republic of the Congo.
  • D. Naoero language
    The Naoero language is an Austronesian language spoken by the indigenous population of the Pacific island nation of Nauru.
  • E. Esselen language
    The Esselen language is an extinct and poorly documented Native American language once spoken by the Esselen people of coastal central California.
  • 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: Naʼvi (constructed language)
Triple: [Avatar (film score), language, Naʼvi (constructed language)]
Generated description
Naʼvi is a constructed language created by linguist Paul Frommer for the fictional indigenous people in James Cameron’s film "Avatar," featuring its own grammar, vocabulary, and phonology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Naʼvi (constructed language)
Target entity description: Naʼvi is a constructed language created by linguist Paul Frommer for the fictional indigenous people in James Cameron’s film "Avatar," featuring its own grammar, vocabulary, and phonology.
  • A. Damara language
    The Damara language is a Khoe (Central Khoisan) language spoken primarily by the Damara people of Namibia.
  • B. Eonavian language
    Eonavian language is a Romance language variety spoken in the western coastal region of Asturias, Spain, sharing features with both Galician and Asturian.
  • C. Avokaya language
    The Avokaya language is a Central Sudanic language spoken primarily by the Avokaya people in parts of South Sudan and the Democratic Republic of the Congo.
  • D. Naoero language
    The Naoero language is an Austronesian language spoken by the indigenous population of the Pacific island nation of Nauru.
  • E. Esselen language
    The Esselen language is an extinct and poorly documented Native American language once spoken by the Esselen people of coastal central California.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84eec0c081908da5fad1b1fff9d6 completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06f3c7508190be98e08cef130a4d completed March 21, 2026, 9 p.m.
NEDg Description generation batch_69bf07f9ef048190a5f726c1e603ccc9 completed March 21, 2026, 9:04 p.m.
NED2 Entity disambiguation (via description) batch_69bf08a498288190bbb8cb0f407ef896 completed March 21, 2026, 9:07 p.m.
Created at: March 20, 2026, 1:52 p.m.