Triple
T10002141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Meixian Hakka |
E197351
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object |
Hakka grammars
Hakka grammars are linguistic descriptions and reference works that analyze the structure, usage, and rules of the Hakka Chinese language and its dialects.
|
E833753
|
NE FINISHED |
How this triple was built (4 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: Hakka grammars | Statement: [Meixian Hakka, usedIn, Hakka grammars]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hakka grammars Context triple: [Meixian Hakka, usedIn, Hakka grammars]
-
A.
General and Rational Grammar
General and Rational Grammar is a 17th-century French linguistic treatise from the Port-Royal school that seeks to explain the universal, rational principles underlying all human languages.
-
B.
Gramatiko
Gramatiko is the grammar section of the Fundamento de Esperanto, outlining the core grammatical rules of the Esperanto language.
-
C.
Grammatiko
Grammatiko is a village in the East Attica region of Greece, known for its traditional character and proximity to the Marathon area.
-
D.
Word Formation in Generative Grammar
Word Formation in Generative Grammar is a foundational linguistics monograph that systematically analyzes how words are structured and created within the framework of generative grammar.
-
E.
Van Wijngaarden grammars
Van Wijngaarden grammars are a highly expressive formal grammar formalism, introduced for defining complex programming language syntax and semantics, notably used in the specification of ALGOL 68.
- 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: Hakka grammars Triple: [Meixian Hakka, usedIn, Hakka grammars]
Generated description
Hakka grammars are linguistic descriptions and reference works that analyze the structure, usage, and rules of the Hakka Chinese language and its dialects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hakka grammars Target entity description: Hakka grammars are linguistic descriptions and reference works that analyze the structure, usage, and rules of the Hakka Chinese language and its dialects.
-
A.
General and Rational Grammar
General and Rational Grammar is a 17th-century French linguistic treatise from the Port-Royal school that seeks to explain the universal, rational principles underlying all human languages.
-
B.
Gramatiko
Gramatiko is the grammar section of the Fundamento de Esperanto, outlining the core grammatical rules of the Esperanto language.
-
C.
Grammatiko
Grammatiko is a village in the East Attica region of Greece, known for its traditional character and proximity to the Marathon area.
-
D.
Word Formation in Generative Grammar
Word Formation in Generative Grammar is a foundational linguistics monograph that systematically analyzes how words are structured and created within the framework of generative grammar.
-
E.
Van Wijngaarden grammars
Van Wijngaarden grammars are a highly expressive formal grammar formalism, introduced for defining complex programming language syntax and semantics, notably used in the specification of ALGOL 68.
- F. None of above. chosen
Provenance (5 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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcc9078788190a4e75dd7ff830c63 |
completed | April 2, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d25857f0988190aebe8951f7c0ef86 |
completed | April 5, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69d2594b5e5081908f7cc4af4d10b4a8 |
completed | April 5, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25a31c158819096163ba8107523f1 |
completed | April 5, 2026, 12:48 p.m. |
Created at: March 30, 2026, 8:51 p.m.