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.