Triple
T2957656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwestern Tai |
E79969
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
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.
|
E316768
|
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: Lao–Phuthai languages | Statement: [Southwestern Tai, hasSubgroup, Lao–Phuthai languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lao–Phuthai languages Context triple: [Southwestern Tai, hasSubgroup, Lao–Phuthai languages]
-
A.
Tai Lue language
Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
-
B.
Vietic languages
Vietic languages are a branch of the Austroasiatic language family spoken primarily in Vietnam and neighboring areas, encompassing Vietnamese and several closely related minority languages.
-
C.
Tai languages
Tai languages are a major branch of the Tai–Kadai language family that includes widely spoken languages such as Thai and Lao across Southeast Asia.
-
D.
Pa’O language
The Pa’O language is a Tibeto-Burman language spoken primarily by the Pa’O (Taungthu) people of Myanmar, especially in Shan and Kayin States.
-
E.
Lao
Lao is the official and most widely spoken language of Laos, belonging to the Tai-Kadai language family and closely related to Thai.
- 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: Lao–Phuthai languages Triple: [Southwestern Tai, hasSubgroup, Lao–Phuthai languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lao–Phuthai languages Target entity description: 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.
-
A.
Tai Lue language
Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
-
B.
Vietic languages
Vietic languages are a branch of the Austroasiatic language family spoken primarily in Vietnam and neighboring areas, encompassing Vietnamese and several closely related minority languages.
-
C.
Tai languages
Tai languages are a major branch of the Tai–Kadai language family that includes widely spoken languages such as Thai and Lao across Southeast Asia.
-
D.
Pa’O language
The Pa’O language is a Tibeto-Burman language spoken primarily by the Pa’O (Taungthu) people of Myanmar, especially in Shan and Kayin States.
-
E.
Lao
Lao is the official and most widely spoken language of Laos, belonging to the Tai-Kadai language family and closely related to Thai.
- 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_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_69b108de7e3c81908b1fee310515e4c1 |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b10cae699481908b4cca2c7e66616c |
completed | March 11, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10d22bbd48190b9878b4b0421c004 |
completed | March 11, 2026, 6:35 a.m. |
Created at: March 8, 2026, 2:57 p.m.