Triple

T23505517
Position Surface form Disambiguated ID Type / Status
Subject Bahing language E572270 entity
Predicate spokenBy P2181 FINISHED
Object Bahing Rai ethnic group
The Bahing Rai ethnic group is an indigenous community of the Rai people in eastern Nepal, known for its distinct culture, traditions, and use of the Bahing language.
 E1589124 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: Bahing Rai ethnic group | Statement: [Bahing language, spokenBy, Bahing Rai ethnic group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bahing Rai ethnic group
Context triple: [Bahing language, spokenBy, Bahing Rai ethnic group]
  • A. Bayang people
    The Bayang people are an ethnic group of southwestern Cameroon known for their distinct language, rich oral traditions, and agrarian lifestyle.
  • B. Bahau people
    The Bahau people are an indigenous Dayak ethnic group of Borneo, primarily living along the upper Mahakam River in East Kalimantan and known for their traditional longhouse communities and rich oral traditions.
  • C. Lun Bawang people
    The Lun Bawang people are an indigenous ethnic group of Borneo, primarily found in northern Kalimantan and Sarawak, known for their distinct Austronesian language, rice-farming traditions, and rich oral culture.
  • D. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • E. Rawang people
    The Rawang people are an indigenous ethnic group of northern Myanmar known for their distinct Tibeto-Burman language, highland farming traditions, and residence in remote, mountainous border regions.
  • 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: Bahing Rai ethnic group
Triple: [Bahing language, spokenBy, Bahing Rai ethnic group]
Generated description
The Bahing Rai ethnic group is an indigenous community of the Rai people in eastern Nepal, known for its distinct culture, traditions, and use of the Bahing language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bahing Rai ethnic group
Target entity description: The Bahing Rai ethnic group is an indigenous community of the Rai people in eastern Nepal, known for its distinct culture, traditions, and use of the Bahing language.
  • A. Bayang people
    The Bayang people are an ethnic group of southwestern Cameroon known for their distinct language, rich oral traditions, and agrarian lifestyle.
  • B. Bahau people
    The Bahau people are an indigenous Dayak ethnic group of Borneo, primarily living along the upper Mahakam River in East Kalimantan and known for their traditional longhouse communities and rich oral traditions.
  • C. Lun Bawang people
    The Lun Bawang people are an indigenous ethnic group of Borneo, primarily found in northern Kalimantan and Sarawak, known for their distinct Austronesian language, rice-farming traditions, and rich oral culture.
  • D. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • E. Rawang people
    The Rawang people are an indigenous ethnic group of northern Myanmar known for their distinct Tibeto-Burman language, highland farming traditions, and residence in remote, mountainous border regions.
  • 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_69e245b5e4208190bac8a6509867e394 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a8ff97c88190a67f787e1674619e completed April 29, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8277b97481909b1405fd7469b910 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f2d4288190b0b5fd46d2a387bf completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7f09af48190b7bfdae25d2f286b completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 6:07 p.m.