Triple

T6892500
Position Surface form Disambiguated ID Type / Status
Subject Pama–Nyungan languages E159080 entity
Predicate hasSubgroup P747 FINISHED
Object Southwest Pama languages
Southwest Pama languages are a subgroup of the Pama–Nyungan family comprising several closely related Indigenous Australian languages spoken in the southwestern region of the continent.
 E627099 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: Southwest Pama languages | Statement: [Pama–Nyungan languages, hasSubgroup, Southwest Pama languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southwest Pama languages
Context triple: [Pama–Nyungan languages, hasSubgroup, Southwest Pama languages]
  • A. Yolŋu languages
    Yolŋu languages are a group of closely related Indigenous Australian languages spoken by the Yolŋu people of northeast Arnhem Land in the Northern Territory.
  • B. Kulin languages
    The Kulin languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Kulin nations of central Victoria, including around present-day Melbourne.
  • C. Tebu languages
    The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
  • D. Yawalapiti language
    The Yawalapiti language is an Arawakan language spoken by the Yawalapiti people of Brazil’s Upper Xingu region in the Amazon.
  • E. Pomoan languages
    The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
  • 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: Southwest Pama languages
Triple: [Pama–Nyungan languages, hasSubgroup, Southwest Pama languages]
Generated description
Southwest Pama languages are a subgroup of the Pama–Nyungan family comprising several closely related Indigenous Australian languages spoken in the southwestern region of the continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southwest Pama languages
Target entity description: Southwest Pama languages are a subgroup of the Pama–Nyungan family comprising several closely related Indigenous Australian languages spoken in the southwestern region of the continent.
  • A. Yolŋu languages
    Yolŋu languages are a group of closely related Indigenous Australian languages spoken by the Yolŋu people of northeast Arnhem Land in the Northern Territory.
  • B. Kulin languages
    The Kulin languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Kulin nations of central Victoria, including around present-day Melbourne.
  • C. Tebu languages
    The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
  • D. Yawalapiti language
    The Yawalapiti language is an Arawakan language spoken by the Yawalapiti people of Brazil’s Upper Xingu region in the Amazon.
  • E. Pomoan languages
    The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
  • 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_69c6883568c8819081db6407e892cccc completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d930ab548190953291d63cbc721b completed March 27, 2026, 7:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748d625908190b3b1f7cfe6360016 completed March 28, 2026, 3:19 a.m.
NEDg Description generation batch_69c749f7ab5c8190ab823fac27f7484d completed March 28, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c74a6f828c8190bf0cc56227b1a5b2 completed March 28, 2026, 3:26 a.m.
Created at: March 27, 2026, 2:24 p.m.