Triple

T8758168
Position Surface form Disambiguated ID Type / Status
Subject Hixkaryana language E208123 entity
Predicate hasImportantPublication P80 FINISHED
Object Hixkaryana and Linguistic Typology (Derbyshire)
"Hixkaryana and Linguistic Typology" is a seminal linguistic monograph by Desmond C. Derbyshire that analyzes the Hixkaryana language in depth and explores its implications for cross-linguistic word order and typological theory.
E755546 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: Hixkaryana and Linguistic Typology (Derbyshire) | Statement: [Hixkaryana language, hasImportantPublication, Hixkaryana and Linguistic Typology (Derbyshire)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hixkaryana and Linguistic Typology (Derbyshire)
Context triple: [Hixkaryana language, hasImportantPublication, Hixkaryana and Linguistic Typology (Derbyshire)]
  • A. Plateau linguistic area
    The Plateau linguistic area is a region of the North American Plateau where diverse Indigenous languages, often from different families, share common structural features due to long-term contact and interaction.
  • B. Yabem-Takia language continuum
    The Yabem–Takia language continuum is a group of closely related Austronesian languages spoken in coastal and island areas of northern Papua New Guinea, forming a dialect chain rather than a single uniform language.
  • C. Derajat linguistic area
    The Derajat linguistic area is a dialect region in western Punjab and adjacent areas where closely related varieties of Punjabi and Saraiki, including Derawali, are spoken.
  • D. Potohari language continuum
    The Potohari language continuum is a group of closely related Indo-Aryan dialects spoken primarily in Pakistan’s Potohar Plateau and surrounding regions, forming a transitional zone between Punjabi and Hindko.
  • E. 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.
  • 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: Hixkaryana and Linguistic Typology (Derbyshire)
Triple: [Hixkaryana language, hasImportantPublication, Hixkaryana and Linguistic Typology (Derbyshire)]
Generated description
"Hixkaryana and Linguistic Typology" is a seminal linguistic monograph by Desmond C. Derbyshire that analyzes the Hixkaryana language in depth and explores its implications for cross-linguistic word order and typological theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hixkaryana and Linguistic Typology (Derbyshire)
Target entity description: "Hixkaryana and Linguistic Typology" is a seminal linguistic monograph by Desmond C. Derbyshire that analyzes the Hixkaryana language in depth and explores its implications for cross-linguistic word order and typological theory.
  • A. Plateau linguistic area
    The Plateau linguistic area is a region of the North American Plateau where diverse Indigenous languages, often from different families, share common structural features due to long-term contact and interaction.
  • B. Yabem-Takia language continuum
    The Yabem–Takia language continuum is a group of closely related Austronesian languages spoken in coastal and island areas of northern Papua New Guinea, forming a dialect chain rather than a single uniform language.
  • C. Derajat linguistic area
    The Derajat linguistic area is a dialect region in western Punjab and adjacent areas where closely related varieties of Punjabi and Saraiki, including Derawali, are spoken.
  • D. Potohari language continuum
    The Potohari language continuum is a group of closely related Indo-Aryan dialects spoken primarily in Pakistan’s Potohar Plateau and surrounding regions, forming a transitional zone between Punjabi and Hindko.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasImportantPublication
Context triple: [Hixkaryana language, hasImportantPublication, Hixkaryana and Linguistic Typology (Derbyshire)]
  • A. hasNotablePublicationType
    Indicates that an entity is associated with a publication of a specific notable type or category.
  • B. hasPublication chosen
    Indicates that an entity is associated with or responsible for a specific publication.
  • C. hasRelatedPublication
    Indicates that an entity is associated with one or more publications that are relevant or connected to it in content, context, or subject matter.
  • D. hasResearchOutput
    Indicates that an entity produces, is associated with, or is responsible for a particular research output or scholarly work.
  • E. hasAuthorPublished
    Indicates that a specific author has produced and made publicly available at least one work, such as a book, article, or paper.
  • 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.