Triple
T13428487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tai Dam language |
E313544
|
entity |
| Predicate | subgroup |
P10
|
FINISHED |
| Object | Southwestern Tai subgroup |
E79969
|
NE FINISHED |
How this triple was built (2 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: Southwestern Tai subgroup | Statement: [Tai Dam language, subgroup, Southwestern Tai subgroup]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwestern Tai subgroup Context triple: [Tai Dam language, subgroup, Southwestern Tai subgroup]
-
A.
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.
-
B.
Wa–Blang–Lawa subgroup
The Wa–Blang–Lawa subgroup is a branch of the Waic family comprising closely related Austroasiatic languages spoken primarily in parts of mainland Southeast Asia.
-
C.
Northwestern Tai languages
The Northwestern Tai languages are a branch of the Tai language family spoken primarily in parts of southern China and Southeast Asia, characterized by tonal systems and close linguistic relations to other Tai varieties.
-
D.
Manda–Pengo subgroup
The Manda–Pengo subgroup is a small branch of the Dravidian language family comprising closely related tribal languages spoken primarily in parts of central India.
-
E.
Maleng–Phong subgroup
The Maleng–Phong subgroup is a branch of the Vietic language family comprising closely related minority languages spoken primarily in Laos and Vietnam.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaed1f9208190bf5ef5b8a7ded376 |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7547880d48190af9b30e4e521a952 |
completed | May 3, 2026, 1:58 p.m. |
Created at: April 9, 2026, 9:40 p.m.