Triple

T14885096
Position Surface form Disambiguated ID Type / Status
Subject Gälpu E350100 entity
Predicate hasSpeakers P1247 FINISHED
Object Gälpu people
The Gälpu people are an Indigenous Yolngu group from Arnhem Land in Australia, known for their distinct language, clan identity, and rich cultural traditions.
E1127410 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: Gälpu people | Statement: [Gälpu, hasSpeakers, Gälpu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gälpu people
Context triple: [Gälpu, hasSpeakers, Gälpu people]
  • A. Gulumirrgin people
    The Gulumirrgin people, also known as the Larrakia, are an Aboriginal Australian group whose traditional lands encompass the area around present-day Darwin in the Northern Territory.
  • B. Gilak people
    The Gilak people are an Iranian ethnic group indigenous to Iran’s northern Caspian Sea region, particularly Gilan Province, known for their distinct Gilaki language and rich local culture.
  • C. Argobba people
    The Argobba people are a small Muslim ethnic group in northeastern Ethiopia known for their historic role in regional trade and their endangered Argobba language.
  • D. Negidal people
    The Negidal people are a small Indigenous Tungusic ethnic group of the Russian Far East, traditionally living along the lower Amur River and known for their fishing, hunting, and reindeer-herding culture.
  • E. Khortha people
    The Khortha people are an Indo-Aryan ethnic community primarily from eastern India, especially Jharkhand and neighboring regions, known for their distinct Khortha language and cultural traditions.
  • 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: Gälpu people
Triple: [Gälpu, hasSpeakers, Gälpu people]
Generated description
The Gälpu people are an Indigenous Yolngu group from Arnhem Land in Australia, known for their distinct language, clan identity, and rich cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gälpu people
Target entity description: The Gälpu people are an Indigenous Yolngu group from Arnhem Land in Australia, known for their distinct language, clan identity, and rich cultural traditions.
  • A. Gulumirrgin people
    The Gulumirrgin people, also known as the Larrakia, are an Aboriginal Australian group whose traditional lands encompass the area around present-day Darwin in the Northern Territory.
  • B. Gilak people
    The Gilak people are an Iranian ethnic group indigenous to Iran’s northern Caspian Sea region, particularly Gilan Province, known for their distinct Gilaki language and rich local culture.
  • C. Argobba people
    The Argobba people are a small Muslim ethnic group in northeastern Ethiopia known for their historic role in regional trade and their endangered Argobba language.
  • D. Negidal people
    The Negidal people are a small Indigenous Tungusic ethnic group of the Russian Far East, traditionally living along the lower Amur River and known for their fishing, hunting, and reindeer-herding culture.
  • E. Khortha people
    The Khortha people are an Indo-Aryan ethnic community primarily from eastern India, especially Jharkhand and neighboring regions, known for their distinct Khortha language and cultural traditions.
  • 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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5f4598081908735e8d7dfce8074 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72aedae081909616f4aca3a44c92 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe73ee0da48190b8909009e0dc517b completed May 8, 2026, 11:38 p.m.
NED2 Entity disambiguation (via description) batch_69fe748da7948190b7253b9dc09ae9fa completed May 8, 2026, 11:41 p.m.
Created at: April 10, 2026, 1:56 a.m.