Triple

T3466107
Position Surface form Disambiguated ID Type / Status
Subject Darug people E73140 entity
Predicate traditionalLanguage P6149 FINISHED
Object Darug language
The Darug language is an Indigenous Australian Aboriginal language traditionally spoken by the Darug people of the Sydney region in New South Wales.
 E358272 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: Darug language | Statement: [Darug people, traditionalLanguage, Darug language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Darug language
Context triple: [Darug people, traditionalLanguage, Darug language]
  • A. Butuanon language
    The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
  • B. Surigaonon language
    Surigaonon language is an Austronesian language spoken primarily in the Surigao region of Mindanao in the southern Philippines.
  • C. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • D. Hanunoo language
    The Hanunoo language is an Austronesian language spoken by the Hanunoo Mangyan people of Mindoro in the Philippines, notable for its indigenous syllabic script and rich oral poetic tradition.
  • E. Maranao language
    The Maranao language is an Austronesian language spoken primarily by the Maranao people around Lake Lanao in Mindanao, Philippines.
  • 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: Darug language
Triple: [Darug people, traditionalLanguage, Darug language]
Generated description
The Darug language is an Indigenous Australian Aboriginal language traditionally spoken by the Darug people of the Sydney region in New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Darug language
Target entity description: The Darug language is an Indigenous Australian Aboriginal language traditionally spoken by the Darug people of the Sydney region in New South Wales.
  • A. Butuanon language
    The Butuanon language is an Austronesian language spoken primarily in and around Butuan City in Mindanao, Philippines.
  • B. Surigaonon language
    Surigaonon language is an Austronesian language spoken primarily in the Surigao region of Mindanao in the southern Philippines.
  • C. Balangao language
    The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
  • D. Hanunoo language
    The Hanunoo language is an Austronesian language spoken by the Hanunoo Mangyan people of Mindoro in the Philippines, notable for its indigenous syllabic script and rich oral poetic tradition.
  • E. Maranao language
    The Maranao language is an Austronesian language spoken primarily by the Maranao people around Lake Lanao in Mindanao, Philippines.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb0f2d3881908a5fa871341564ed completed March 8, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b361284b5c81909e7fccc4fcf294b7 completed March 13, 2026, 12:58 a.m.
NEDg Description generation batch_69b361792874819088fa77b860fb9ce6 completed March 13, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69b36211b6b08190ac0cac646160495d completed March 13, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:17 p.m.