Triple
T5488407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thai script |
E123641
|
entity |
| Predicate | writingSystemFor |
P454
|
FINISHED |
| Object |
Northern Thai language
The Northern Thai language is a Tai-Kadai language spoken primarily in northern Thailand, known for its distinct phonology, vocabulary, and traditional literary heritage separate from Standard Thai.
|
E522450
|
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: Northern Thai language | Statement: [Thai script, writingSystemFor, Northern Thai language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Thai language Context triple: [Thai script, writingSystemFor, Northern Thai language]
-
A.
Southern Thai language
The Southern Thai language is a Tai-Kadai language spoken primarily in southern Thailand, known for its distinct phonology and vocabulary compared to Standard Thai.
-
B.
Thai language
Thai language is the official national language of Thailand, a tonal Tai-Kadai language used in government, education, media, and daily communication throughout the country.
-
C.
Lao–Phuthai languages
The Lao–Phuthai languages are a subgroup of Southwestern Tai languages spoken primarily in Laos and northeastern Thailand, including varieties such as Lao and Phuthai.
-
D.
Western Thailand
Western Thailand is a geographic region of Thailand along the border with Myanmar, known for its mountainous terrain, border towns, and diverse ethnic communities.
-
E.
Phu Thai language
Phu Thai language is a Southwestern Tai language spoken primarily by the Phu Thai ethnic group in Laos, Thailand, and Vietnam.
- 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: Northern Thai language Triple: [Thai script, writingSystemFor, Northern Thai language]
Generated description
The Northern Thai language is a Tai-Kadai language spoken primarily in northern Thailand, known for its distinct phonology, vocabulary, and traditional literary heritage separate from Standard Thai.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Thai language Target entity description: The Northern Thai language is a Tai-Kadai language spoken primarily in northern Thailand, known for its distinct phonology, vocabulary, and traditional literary heritage separate from Standard Thai.
-
A.
Southern Thai language
The Southern Thai language is a Tai-Kadai language spoken primarily in southern Thailand, known for its distinct phonology and vocabulary compared to Standard Thai.
-
B.
Thai language
Thai language is the official national language of Thailand, a tonal Tai-Kadai language used in government, education, media, and daily communication throughout the country.
-
C.
Lao–Phuthai languages
The Lao–Phuthai languages are a subgroup of Southwestern Tai languages spoken primarily in Laos and northeastern Thailand, including varieties such as Lao and Phuthai.
-
D.
Western Thailand
Western Thailand is a geographic region of Thailand along the border with Myanmar, known for its mountainous terrain, border towns, and diverse ethnic communities.
-
E.
Phu Thai language
Phu Thai language is a Southwestern Tai language spoken primarily by the Phu Thai ethnic group in Laos, Thailand, and Vietnam.
- 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_69bd464a2d908190869324ce176779c8 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd9264d014819097c83bb5c2bb8c39 |
completed | March 20, 2026, 6:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf48ac6e7881908806f88056409b41 |
completed | March 22, 2026, 1:41 a.m. |
| NEDg | Description generation | batch_69bf497a88b48190b87bf175fe224211 |
completed | March 22, 2026, 1:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4a1f6e1c8190a9ae94e45fb16cf9 |
completed | March 22, 2026, 1:47 a.m. |
Created at: March 20, 2026, 2:10 p.m.