Triple
T9051644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palaungic |
E216897
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Palaung–Riang languages
The Palaung–Riang languages are a subgroup of Austroasiatic languages spoken primarily in Myanmar and neighboring regions by Palaungic ethnic communities.
|
E775496
|
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: Palaung–Riang languages | Statement: [Palaungic, hasSubgroup, Palaung–Riang languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palaung–Riang languages Context triple: [Palaungic, hasSubgroup, Palaung–Riang languages]
-
A.
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.
-
B.
Kove–Mangseng languages
The Kove–Mangseng languages are a small subgroup of closely related Oceanic languages spoken in parts of Papua New Guinea.
-
C.
Hmongic languages
Hmongic languages are a branch of the Hmong-Mien language family spoken primarily by Hmong and related ethnic groups in southern China and Southeast Asia.
-
D.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
E.
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.
- 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: Palaung–Riang languages Triple: [Palaungic, hasSubgroup, Palaung–Riang languages]
Generated description
The Palaung–Riang languages are a subgroup of Austroasiatic languages spoken primarily in Myanmar and neighboring regions by Palaungic ethnic communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Palaung–Riang languages Target entity description: The Palaung–Riang languages are a subgroup of Austroasiatic languages spoken primarily in Myanmar and neighboring regions by Palaungic ethnic communities.
-
A.
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.
-
B.
Kove–Mangseng languages
The Kove–Mangseng languages are a small subgroup of closely related Oceanic languages spoken in parts of Papua New Guinea.
-
C.
Hmongic languages
Hmongic languages are a branch of the Hmong-Mien language family spoken primarily by Hmong and related ethnic groups in southern China and Southeast Asia.
-
D.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
E.
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.
- 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_69ca83d362e88190ae44b4e4dc194209 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc7a700de48190aa9f61d850e01cbd |
completed | April 1, 2026, 1:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfebc90bf88190bbcdab07ca93f569 |
completed | April 3, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69cfecf7fce08190a9b80044a2ae9745 |
completed | April 3, 2026, 4:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cff0ea8c388190bd95233db9c69038 |
completed | April 3, 2026, 4:55 p.m. |
Created at: March 30, 2026, 7:10 p.m.