Triple

T7628065
Position Surface form Disambiguated ID Type / Status
Subject Bangerang people E172686 entity
Predicate hasAlternativeName P39 FINISHED
Object Pangerang people
The Pangerang people are an Aboriginal Australian group traditionally associated with the lands around the Goulburn and Murray Rivers in northeastern Victoria.
 E678666 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: Pangerang people | Statement: [Bangerang people, hasAlternativeName, Pangerang people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pangerang people
Context triple: [Bangerang people, hasAlternativeName, Pangerang people]
  • A. Bidayuh people
    The Bidayuh people are an indigenous ethnic group of Borneo, primarily residing in Sarawak, Malaysia, known for their distinct languages, traditional longhouse communities, and rich agricultural and ritual practices.
  • B. Sambal people
    The Sambal people are an indigenous ethnolinguistic group of the Philippines, primarily from the Zambales region, known for their distinct culture and traditions.
  • C. Banjar people
    The Banjar people are an ethnic group native to South Kalimantan in Indonesian Borneo, known historically as skilled riverine traders and seafarers with a distinct Malay-influenced culture and language.
  • D. Lampung people
    The Lampung people are an indigenous ethnic group from southern Sumatra, Indonesia, known for their distinct language, traditional customs, and rich artistic heritage.
  • E. Kedayan people
    The Kedayan people are an indigenous ethnic group of Borneo, primarily found in Brunei, Sabah, and Sarawak, known for their Malay-related culture, agriculture, and distinctive Kedayan language.
  • 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: Pangerang people
Triple: [Bangerang people, hasAlternativeName, Pangerang people]
Generated description
The Pangerang people are an Aboriginal Australian group traditionally associated with the lands around the Goulburn and Murray Rivers in northeastern Victoria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pangerang people
Target entity description: The Pangerang people are an Aboriginal Australian group traditionally associated with the lands around the Goulburn and Murray Rivers in northeastern Victoria.
  • A. Bidayuh people
    The Bidayuh people are an indigenous ethnic group of Borneo, primarily residing in Sarawak, Malaysia, known for their distinct languages, traditional longhouse communities, and rich agricultural and ritual practices.
  • B. Sambal people
    The Sambal people are an indigenous ethnolinguistic group of the Philippines, primarily from the Zambales region, known for their distinct culture and traditions.
  • C. Banjar people
    The Banjar people are an ethnic group native to South Kalimantan in Indonesian Borneo, known historically as skilled riverine traders and seafarers with a distinct Malay-influenced culture and language.
  • D. Lampung people
    The Lampung people are an indigenous ethnic group from southern Sumatra, Indonesia, known for their distinct language, traditional customs, and rich artistic heritage.
  • E. Kedayan people
    The Kedayan people are an indigenous ethnic group of Borneo, primarily found in Brunei, Sabah, and Sarawak, known for their Malay-related culture, agriculture, and distinctive Kedayan language.
  • 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa831f508190ab2f72326cdf4497 completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870af222481909e341eebb78664d6 completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c8723391f48190b60ba8952c9ccca7 completed March 29, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_69c87401aaa48190b3e44298fcd3f37f completed March 29, 2026, 12:36 a.m.
Created at: March 27, 2026, 3:56 p.m.