Triple

T11477854
Position Surface form Disambiguated ID Type / Status
Subject Arrernte languages E272067 entity
Predicate hasLinguisticDescriptionBy P15526 FINISHED
Object linguist Gavan Breen
Gavan Breen is an Australian linguist renowned for his extensive documentation and analysis of Aboriginal languages, particularly those of central Australia.
E927651 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: linguist Gavan Breen | Statement: [Arrernte languages, hasLinguisticDescriptionBy, linguist Gavan Breen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: linguist Gavan Breen
Context triple: [Arrernte languages, hasLinguisticDescriptionBy, linguist Gavan Breen]
  • A. linguist David Mead
    David Mead is a linguist specializing in Austronesian languages, particularly the Celebic subgroup, with notable work in historical and comparative linguistics.
  • B. Geoffrey Pullum
    Geoffrey Pullum is a British-American linguist and professor known for his influential work in syntax, his co-authorship of *The Cambridge Grammar of the English Language*, and his outspoken critiques of various generative grammar theories.
  • C. linguist D. L. R. Lorimer
    D. L. R. Lorimer was a British linguist and philologist known for his pioneering descriptive and comparative work on lesser-studied languages of the Indian subcontinent and surrounding regions.
  • D. linguist William Bright
    William Bright was an influential American linguist and anthropologist known for his extensive work on Native American languages and sociolinguistics.
  • E. linguist Lyle Campbell
    Lyle Campbell is an American linguist renowned for his work in historical linguistics, language documentation, and the study of indigenous languages of the Americas.
  • 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: linguist Gavan Breen
Triple: [Arrernte languages, hasLinguisticDescriptionBy, linguist Gavan Breen]
Generated description
Gavan Breen is an Australian linguist renowned for his extensive documentation and analysis of Aboriginal languages, particularly those of central Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: linguist Gavan Breen
Target entity description: Gavan Breen is an Australian linguist renowned for his extensive documentation and analysis of Aboriginal languages, particularly those of central Australia.
  • A. linguist David Mead
    David Mead is a linguist specializing in Austronesian languages, particularly the Celebic subgroup, with notable work in historical and comparative linguistics.
  • B. Geoffrey Pullum
    Geoffrey Pullum is a British-American linguist and professor known for his influential work in syntax, his co-authorship of *The Cambridge Grammar of the English Language*, and his outspoken critiques of various generative grammar theories.
  • C. linguist D. L. R. Lorimer
    D. L. R. Lorimer was a British linguist and philologist known for his pioneering descriptive and comparative work on lesser-studied languages of the Indian subcontinent and surrounding regions.
  • D. linguist William Bright
    William Bright was an influential American linguist and anthropologist known for his extensive work on Native American languages and sociolinguistics.
  • E. linguist Lyle Campbell
    Lyle Campbell is an American linguist renowned for his work in historical linguistics, language documentation, and the study of indigenous languages of the Americas.
  • 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_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8294e0fe08190b018e840146e27ca completed April 9, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5e970743c8190a5be4d59d1b941d6 completed April 20, 2026, 8:53 a.m.
NEDg Description generation batch_69e5f15b37c8819083d9275ceb7b3806 completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f89dd4bc8190b0cccab8414a03aa completed April 20, 2026, 9:57 a.m.
Created at: April 8, 2026, 9:36 p.m.