Triple
T2957627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwestern Tai |
E79969
|
entity |
| Predicate | hasMajorLanguage |
P207
|
FINISHED |
| Object |
Northern Thai language
The Northern Thai language is a Tai-Kadai language spoken primarily in northern Thailand, known for its distinct tonal system and cultural ties to the historic Lanna Kingdom.
|
E79969
|
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: [Southwestern Tai, hasMajorLanguage, Northern Thai language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Thai language Context triple: [Southwestern Tai, hasMajorLanguage, Northern Thai language]
-
A.
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.
-
B.
THAI
THAI is the airline callsign used by Thai Airways International, the flag carrier of Thailand.
-
C.
northern Thailand
Northern Thailand is a mountainous, culturally rich region of Thailand known for its cooler climate, historic cities, and strong Lanna heritage.
-
D.
Southwestern Tai
Southwestern Tai is a branch of the Tai language family that includes major languages such as Thai and Lao, spoken primarily in mainland Southeast Asia.
-
E.
Central Thailand
Central Thailand is a fertile, densely populated region of Thailand that forms the country’s political and economic heartland, centered around the capital city Bangkok and extensive rice-growing plains.
- 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: [Southwestern Tai, hasMajorLanguage, Northern Thai language]
Generated description
The Northern Thai language is a Tai-Kadai language spoken primarily in northern Thailand, known for its distinct tonal system and cultural ties to the historic Lanna Kingdom.
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 tonal system and cultural ties to the historic Lanna Kingdom.
-
A.
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.
-
B.
THAI
THAI is the airline callsign used by Thai Airways International, the flag carrier of Thailand.
-
C.
northern Thailand
Northern Thailand is a mountainous, culturally rich region of Thailand known for its cooler climate, historic cities, and strong Lanna heritage.
-
D.
Southwestern Tai
chosen
Southwestern Tai is a branch of the Tai language family that includes major languages such as Thai and Lao, spoken primarily in mainland Southeast Asia.
-
E.
Central Thailand
Central Thailand is a fertile, densely populated region of Thailand that forms the country’s political and economic heartland, centered around the capital city Bangkok and extensive rice-growing plains.
- F. None of above.
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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad992b33e081909d22a19d5064c47d |
completed | March 8, 2026, 3:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc8a10848190b8eec482252eb76b |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd407bd08190b62788e8d1cdd205 |
completed | March 11, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fd91541c8190a481b55eb9b0ac35 |
completed | March 11, 2026, 5:28 a.m. |
Created at: March 8, 2026, 2:57 p.m.