Triple

T9051896
Position Surface form Disambiguated ID Type / Status
Subject Katu language E216902 entity
Predicate neighboringLanguage P16383 FINISHED
Object Pacoh language
The Pacoh language is an Austroasiatic language spoken by the Pacoh people of Laos and Vietnam, closely related to other Katuic languages.
 E775522 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: Pacoh language | Statement: [Katu language, neighboringLanguage, Pacoh language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pacoh language
Context triple: [Katu language, neighboringLanguage, Pacoh language]
  • A. Pacoa language
    The Pacoa language is an extinct and poorly documented indigenous language once spoken in what is now northeastern Mexico and southern Texas, classified within the Coahuiltecan language group.
  • B. Patamona language
    The Patamona language is an indigenous Cariban language spoken by the Patamona people of the Guiana Highlands in Guyana and northern Brazil.
  • C. 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.
  • D. Pangcah language
    The Pangcah language, more widely known as Amis, is an Austronesian language spoken by the Amis (Pangcah) indigenous people of eastern Taiwan.
  • E. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • 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: Pacoh language
Triple: [Katu language, neighboringLanguage, Pacoh language]
Generated description
The Pacoh language is an Austroasiatic language spoken by the Pacoh people of Laos and Vietnam, closely related to other Katuic languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pacoh language
Target entity description: The Pacoh language is an Austroasiatic language spoken by the Pacoh people of Laos and Vietnam, closely related to other Katuic languages.
  • A. Pacoa language
    The Pacoa language is an extinct and poorly documented indigenous language once spoken in what is now northeastern Mexico and southern Texas, classified within the Coahuiltecan language group.
  • B. Patamona language
    The Patamona language is an indigenous Cariban language spoken by the Patamona people of the Guiana Highlands in Guyana and northern Brazil.
  • C. 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.
  • D. Pangcah language
    The Pangcah language, more widely known as Amis, is an Austronesian language spoken by the Amis (Pangcah) indigenous people of eastern Taiwan.
  • E. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • 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.