Triple
T7824974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pha̍k-fa-sṳ |
E181223
|
entity |
| Predicate | writingSystemFor |
P454
|
FINISHED |
| Object |
Hakka language
The Hakka language is a Sinitic language spoken primarily by the Hakka people across southern China and the global Chinese diaspora, known for its distinct phonology and rich folk song and literary traditions.
|
E708130
|
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 language | Statement: [Pha̍k-fa-sṳ, writingSystemFor, Hakka language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hakka language Context triple: [Pha̍k-fa-sṳ, writingSystemFor, Hakka language]
-
A.
Siwu language
The Siwu language is a Niger-Congo language spoken primarily in the Volta Region of Ghana by the Mawu people.
-
B.
Chaoshan dialect
The Chaoshan dialect, also known as Teochew, is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong and by large overseas Chinese communities in Southeast Asia and beyond.
-
C.
Pinghua language
Pinghua language is a group of Sinitic (Chinese) dialects spoken primarily in parts of Guangxi and neighboring regions in southern China, often considered distinct from both Mandarin and Cantonese.
-
D.
Hoklo language
Hoklo language is a Sinitic language variety of Southern Min widely spoken in southern Fujian, Taiwan, and among overseas Chinese communities in Southeast Asia.
-
E.
Queyu language
The Queyu language is a lesser-known Sino-Tibetan tongue spoken by the Queyu (Choyo) people of western Sichuan, China, and is closely related to other Qiangic languages.
- 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 language Triple: [Pha̍k-fa-sṳ, writingSystemFor, Hakka language]
Generated description
The Hakka language is a Sinitic language spoken primarily by the Hakka people across southern China and the global Chinese diaspora, known for its distinct phonology and rich folk song and literary traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hakka language Target entity description: The Hakka language is a Sinitic language spoken primarily by the Hakka people across southern China and the global Chinese diaspora, known for its distinct phonology and rich folk song and literary traditions.
-
A.
Siwu language
The Siwu language is a Niger-Congo language spoken primarily in the Volta Region of Ghana by the Mawu people.
-
B.
Chaoshan dialect
The Chaoshan dialect, also known as Teochew, is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong and by large overseas Chinese communities in Southeast Asia and beyond.
-
C.
Pinghua language
Pinghua language is a group of Sinitic (Chinese) dialects spoken primarily in parts of Guangxi and neighboring regions in southern China, often considered distinct from both Mandarin and Cantonese.
-
D.
Hoklo language
Hoklo language is a Sinitic language variety of Southern Min widely spoken in southern Fujian, Taiwan, and among overseas Chinese communities in Southeast Asia.
-
E.
Queyu language
The Queyu language is a lesser-known Sino-Tibetan tongue spoken by the Queyu (Choyo) people of western Sichuan, China, and is closely related to other Qiangic languages.
- 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_69ca8282ccec819083c48efb72d21cf9 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cafa0c1f5c8190b16db20daad159a1 |
completed | March 30, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc55e579e081909f5036dd33d64e38 |
completed | March 31, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69cc58a76b90819092de63b3b23e70af |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cfccc9c8190adcbaee96c17711e |
completed | March 31, 2026, 11:47 p.m. |
Created at: March 30, 2026, 4:42 p.m.