Triple

T8758167
Position Surface form Disambiguated ID Type / Status
Subject Hixkaryana language E208123 entity
Predicate hasImportantWork P67599 FINISHED
Object Desmond C. Derbyshire’s grammar of Hixkaryana
Desmond C. Derbyshire’s grammar of Hixkaryana is a landmark descriptive linguistic work that provides a comprehensive analysis of the Amazonian Cariban language Hixkaryana, noted especially for its documentation of object–verb–subject word order.
E755545 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: Desmond C. Derbyshire’s grammar of Hixkaryana | Statement: [Hixkaryana language, hasImportantWork, Desmond C. Derbyshire’s grammar of Hixkaryana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Desmond C. Derbyshire’s grammar of Hixkaryana
Context triple: [Hixkaryana language, hasImportantWork, Desmond C. Derbyshire’s grammar of Hixkaryana]
  • A. Handbook of American Indian Languages
    The *Handbook of American Indian Languages* is a foundational early 20th-century linguistic work that systematically documents and analyzes numerous Indigenous languages of the Americas.
  • B. A Grammar of Tariana, from Northwest Amazonia
    "A Grammar of Tariana, from Northwest Amazonia" is a comprehensive linguistic reference work detailing the structure and usage of the Tariana language spoken in the Northwest Amazon region.
  • C. A Grammar of Tukang Besi
    A Grammar of Tukang Besi is a comprehensive linguistic reference work detailing the structure and usage of the Tukang Besi language.
  • D. A Grammar of Toqabaqita (Lichtenberk)
    "A Grammar of Toqabaqita (Lichtenberk)" is a comprehensive linguistic description of the Oceanic language Toqabaqita, authored by linguist Frantisek Lichtenberk and widely used as a reference work in Austronesian linguistics.
  • E. A Grammar of Kokota
    A Grammar of Kokota is a linguistic reference work that systematically describes the phonology, morphology, and syntax of the Kokota language spoken in the Solomon Islands.
  • 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: Desmond C. Derbyshire’s grammar of Hixkaryana
Triple: [Hixkaryana language, hasImportantWork, Desmond C. Derbyshire’s grammar of Hixkaryana]
Generated description
Desmond C. Derbyshire’s grammar of Hixkaryana is a landmark descriptive linguistic work that provides a comprehensive analysis of the Amazonian Cariban language Hixkaryana, noted especially for its documentation of object–verb–subject word order.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Desmond C. Derbyshire’s grammar of Hixkaryana
Target entity description: Desmond C. Derbyshire’s grammar of Hixkaryana is a landmark descriptive linguistic work that provides a comprehensive analysis of the Amazonian Cariban language Hixkaryana, noted especially for its documentation of object–verb–subject word order.
  • A. Handbook of American Indian Languages
    The *Handbook of American Indian Languages* is a foundational early 20th-century linguistic work that systematically documents and analyzes numerous Indigenous languages of the Americas.
  • B. A Grammar of Tariana, from Northwest Amazonia
    "A Grammar of Tariana, from Northwest Amazonia" is a comprehensive linguistic reference work detailing the structure and usage of the Tariana language spoken in the Northwest Amazon region.
  • C. A Grammar of Tukang Besi
    A Grammar of Tukang Besi is a comprehensive linguistic reference work detailing the structure and usage of the Tukang Besi language.
  • D. A Grammar of Toqabaqita (Lichtenberk)
    "A Grammar of Toqabaqita (Lichtenberk)" is a comprehensive linguistic description of the Oceanic language Toqabaqita, authored by linguist Frantisek Lichtenberk and widely used as a reference work in Austronesian linguistics.
  • E. A Grammar of Kokota
    A Grammar of Kokota is a linguistic reference work that systematically describes the phonology, morphology, and syntax of the Kokota language spoken in the Solomon Islands.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasImportantWork
Context triple: [Hixkaryana language, hasImportantWork, Desmond C. Derbyshire’s grammar of Hixkaryana]
  • A. hasWorkBy
    Indicates that one entity (such as a collection, exhibition, or publication) includes or contains creative works produced by another entity (such as an artist, author, or creator).
  • B. hasWorkOn
    Indicates that one entity is associated with, contributes to, or performs work on another entity (such as a project, task, or artifact).
  • C. hasWorkSubject
    Indicates that a work (such as a document, artwork, or project) is about or concerns a particular subject or topic.
  • D. hasWorkAsSubject
    Indicates that an entity serves as the subject (creator or originator) of a particular work or creative output.
  • E. hasWorkProduct chosen
    Indicates that one entity produces, creates, or is responsible for a particular work product or output associated with it.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ddc2d9c81908948aee2b956cce4 completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf434232d08190bfee6f5ec1c0b5a6 completed April 3, 2026, 4:34 a.m.
NEDg Description generation batch_69cf4569352c819089745287789d0b70 completed April 3, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf45d053248190b7f7a5e2646d31b4 completed April 3, 2026, 4:45 a.m.
PD Predicate disambiguation batch_69cc5c1884bc8190a46e8308db31f7ab completed March 31, 2026, 11:43 p.m.
Created at: March 30, 2026, 6:40 p.m.