Triple

T9051932
Position Surface form Disambiguated ID Type / Status
Subject Palaung language E216903 entity
Predicate languageFamilyDivision P35117 FINISHED
Object Palaung–Riang
Palaung–Riang is a branch of the Austroasiatic language family comprising closely related Palaungic languages spoken primarily in parts of Myanmar and neighboring regions.
 E775525 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 | Statement: [Palaung language, languageFamilyDivision, Palaung–Riang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palaung–Riang
Context triple: [Palaung language, languageFamilyDivision, Palaung–Riang]
  • A. Khwae Noi River
    The Khwae Noi River is a tributary in western Thailand best known for its historical association with the World War II "Death Railway" and the Bridge on the River Kwai near Kanchanaburi.
  • B. Bang Pakong River
    The Bang Pakong River is a significant river in eastern Thailand that flows through Chachoengsao Province before emptying into the Gulf of Thailand.
  • C. Lam Dom Yai River
    The Lam Dom Yai River is a significant waterway in northeastern Thailand that feeds into the Mun River and supports regional agriculture and local communities.
  • D. Pa Sak River
    The Pa Sak River is a significant river in central Thailand that flows through several provinces, including Lopburi and Ayutthaya, supporting agriculture and local communities before joining the Chao Phraya River.
  • E. Lam Takhong River
    The Lam Takhong River is a significant waterway in northeastern Thailand that flows through Nakhon Ratchasima Province and supports regional agriculture, ecosystems, and the Lam Takhong Dam and reservoir.
  • 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
Triple: [Palaung language, languageFamilyDivision, Palaung–Riang]
Generated description
Palaung–Riang is a branch of the Austroasiatic language family comprising closely related Palaungic languages spoken primarily in parts of Myanmar and neighboring regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palaung–Riang
Target entity description: Palaung–Riang is a branch of the Austroasiatic language family comprising closely related Palaungic languages spoken primarily in parts of Myanmar and neighboring regions.
  • A. Khwae Noi River
    The Khwae Noi River is a tributary in western Thailand best known for its historical association with the World War II "Death Railway" and the Bridge on the River Kwai near Kanchanaburi.
  • B. Bang Pakong River
    The Bang Pakong River is a significant river in eastern Thailand that flows through Chachoengsao Province before emptying into the Gulf of Thailand.
  • C. Lam Dom Yai River
    The Lam Dom Yai River is a significant waterway in northeastern Thailand that feeds into the Mun River and supports regional agriculture and local communities.
  • D. Pa Sak River
    The Pa Sak River is a significant river in central Thailand that flows through several provinces, including Lopburi and Ayutthaya, supporting agriculture and local communities before joining the Chao Phraya River.
  • E. Lam Takhong River
    The Lam Takhong River is a significant waterway in northeastern Thailand that flows through Nakhon Ratchasima Province and supports regional agriculture, ecosystems, and the Lam Takhong Dam and reservoir.
  • 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.