Triple
T5635798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toqabaqita |
E147944
|
entity |
| Predicate | hasMajorGrammarWork |
P6260
|
FINISHED |
| Object |
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.
|
E538598
|
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: A Grammar of Toqabaqita (Lichtenberk) | Statement: [Toqabaqita, hasMajorGrammarWork, A Grammar of Toqabaqita (Lichtenberk)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Grammar of Toqabaqita (Lichtenberk) Context triple: [Toqabaqita, hasMajorGrammarWork, A Grammar of Toqabaqita (Lichtenberk)]
-
A.
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.
-
B.
Grammatik der samojedischen Sprachen
Grammatik der samojedischen Sprachen is a foundational 19th-century linguistic work by Matthias Castrén that systematically describes and analyzes the Samoyedic languages of northern Eurasia.
-
C.
Einführung in die altaische Sprachwissenschaft
Einführung in die altaische Sprachwissenschaft is a foundational scholarly work on Altaic linguistics by Finnish linguist Gustaf John Ramstedt, known for its systematic treatment of the Altaic language family.
-
D.
Elementa grammatices Tscheremissae
Elementa grammatices Tscheremissae is a 19th-century scholarly grammar that systematically describes the Mari (Cheremis) language, authored by the Finnish linguist Matthias Castrén.
-
E.
Treatise on the Origin of Language
Treatise on the Origin of Language is an influential 18th-century philosophical work that explores the natural, cultural, and historical origins of human language.
- 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: A Grammar of Toqabaqita (Lichtenberk) Triple: [Toqabaqita, hasMajorGrammarWork, A Grammar of Toqabaqita (Lichtenberk)]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Grammar of Toqabaqita (Lichtenberk) Target entity description: "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.
-
A.
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.
-
B.
Grammatik der samojedischen Sprachen
Grammatik der samojedischen Sprachen is a foundational 19th-century linguistic work by Matthias Castrén that systematically describes and analyzes the Samoyedic languages of northern Eurasia.
-
C.
Einführung in die altaische Sprachwissenschaft
Einführung in die altaische Sprachwissenschaft is a foundational scholarly work on Altaic linguistics by Finnish linguist Gustaf John Ramstedt, known for its systematic treatment of the Altaic language family.
-
D.
Elementa grammatices Tscheremissae
Elementa grammatices Tscheremissae is a 19th-century scholarly grammar that systematically describes the Mari (Cheremis) language, authored by the Finnish linguist Matthias Castrén.
-
E.
Treatise on the Origin of Language
Treatise on the Origin of Language is an influential 18th-century philosophical work that explores the natural, cultural, and historical origins of human language.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMajorGrammarWork Context triple: [Toqabaqita, hasMajorGrammarWork, A Grammar of Toqabaqita (Lichtenberk)]
-
A.
hasNotableGrammarWork
Indicates that an entity has produced or is associated with a significant work or contribution in the field of grammar.
-
B.
hasMajorWork
chosen
Indicates that an entity (typically a person, creator, or organization) is associated with a significant or principal work they produced or are best known for.
-
C.
hasGrammar
Indicates that an entity possesses, follows, or is associated with a particular system of grammatical rules or structure.
-
D.
hasGrammarDifferenceFrom
Indicates that two linguistic items differ from each other in their grammatical form, structure, or rules of usage.
-
E.
hasMajorPass
Indicates that an entity possesses or is associated with a primary or significant pass (such as a main route, credential, or access authorization).
- 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_69c00907bc8881909ed760d3ed73ef35 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c0226286208190b6ccf036cc09fe82 |
completed | March 22, 2026, 5:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d6d2dfc8190a2eabb8beda04ee5 |
completed | March 22, 2026, 8:13 p.m. |
| NEDg | Description generation | batch_69c04e8a92a0819091bad1fbef4a509b |
completed | March 22, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c056acf1f48190bf7324ae178adbb7 |
completed | March 22, 2026, 8:53 p.m. |
| PD | Predicate disambiguation | batch_69c01b1f12ec8190b4b9d9ee31cabe19 |
completed | March 22, 2026, 4:38 p.m. |
Created at: March 22, 2026, 3:41 p.m.