Triple

T11906904
Position Surface form Disambiguated ID Type / Status
Subject Na'vi E283292 entity
Predicate languageCreatedBy P102278 FINISHED
Object Paul Frommer
Paul Frommer is a linguist best known for inventing the Na'vi language for James Cameron's film "Avatar."
E954355 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: Paul Frommer | Statement: [Na'vi, languageCreatedBy, Paul Frommer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Frommer
Context triple: [Na'vi, languageCreatedBy, Paul Frommer]
  • A. Paul Hollander
    Paul Hollander was a Hungarian-American sociologist and author best known for his critical analyses of communism, political ideology, and intellectuals’ attitudes toward totalitarian regimes.
  • B. Paul Buher
    Paul Buher is a character in the horror film "Damien: Omen II," serving as one of the adults entangled in the sinister events surrounding the Antichrist child, Damien.
  • C. Philip Bruns
    Philip Bruns was an American character actor best known for his television and film roles in the 1970s and 1980s, including his work on the satirical soap opera "Mary Hartman, Mary Hartman."
  • D. Paul Isenberg
    Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
  • E. Eric Lamonsoff
    Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
  • 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: Paul Frommer
Triple: [Na'vi, languageCreatedBy, Paul Frommer]
Generated description
Paul Frommer is a linguist best known for inventing the Na'vi language for James Cameron's film "Avatar."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Frommer
Target entity description: Paul Frommer is a linguist best known for inventing the Na'vi language for James Cameron's film "Avatar."
  • A. Paul Hollander
    Paul Hollander was a Hungarian-American sociologist and author best known for his critical analyses of communism, political ideology, and intellectuals’ attitudes toward totalitarian regimes.
  • B. Paul Buher
    Paul Buher is a character in the horror film "Damien: Omen II," serving as one of the adults entangled in the sinister events surrounding the Antichrist child, Damien.
  • C. Philip Bruns
    Philip Bruns was an American character actor best known for his television and film roles in the 1970s and 1980s, including his work on the satirical soap opera "Mary Hartman, Mary Hartman."
  • D. Paul Isenberg
    Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
  • E. Eric Lamonsoff
    Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: languageCreatedBy
Context triple: [Na'vi, languageCreatedBy, Paul Frommer]
  • A. creatorLanguage
    Indicates the language in which the creator produced or expressed the related work or content.
  • B. originallyDevelopedIn
    Indicates that something (such as a product, technology, or idea) was first created, designed, or developed in a particular place or context.
  • C. languageOfProgramming
    Indicates that one entity is a programming language used to implement, develop, or script the other entity.
  • D. programLanguage
    Indicates that an entity is implemented, written, or expressed using a particular programming language.
  • E. developedPrimarilyIn
    Indicates that something was mainly created, advanced, or brought into its primary form within a particular context, place, or domain, even if contributions occurred elsewhere.
  • F. None of above. chosen

Provenance (7 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_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e5264b2081909bda6c24abb89725 completed April 10, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69f44004b454819091b41bac99895106 completed May 1, 2026, 5:54 a.m.
NEDg Description generation batch_69f448fa8eec81909fe6ac0902f46998 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44aef15148190ba8090681b921ffa completed May 1, 2026, 6:40 a.m.
PD Predicate disambiguation batch_69d8bb3632ac8190b13e53c2b5db7125 completed April 10, 2026, 8:56 a.m.
PDg Predicate description generation batch_69d8dd0ba0f88190b7d5e358c27ca184 completed April 10, 2026, 11:20 a.m.
Created at: April 8, 2026, 9:44 p.m.