Triple

T11293354
Position Surface form Disambiguated ID Type / Status
Subject Gamilaraay language E267384 entity
Predicate documentedBy P4310 FINISHED
Object linguist Hilary Smith
Hilary Smith is a linguist known for her documentation and analysis of the Australian Aboriginal Gamilaraay language.
E917656 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 Hilary Smith | Statement: [Gamilaraay language, documentedBy, linguist Hilary Smith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: linguist Hilary Smith
Context triple: [Gamilaraay language, documentedBy, linguist Hilary Smith]
  • A. linguist Carobeth Laird
    Carobeth Laird was an American linguist and ethnographer known for her pioneering documentation of Native American languages and cultures, particularly among the Chemehuevi people.
  • B. linguist Margaret L. Press
    Margaret L. Press is a linguist known for her fieldwork and documentation of Indigenous languages of North America, including the Chemehuevi language.
  • C. 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.
  • D. linguist David Mead
    David Mead is a linguist specializing in Austronesian languages, particularly the Celebic subgroup, with notable work in historical and comparative linguistics.
  • E. 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.
  • 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 Hilary Smith
Triple: [Gamilaraay language, documentedBy, linguist Hilary Smith]
Generated description
Hilary Smith is a linguist known for her documentation and analysis of the Australian Aboriginal Gamilaraay language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: linguist Hilary Smith
Target entity description: Hilary Smith is a linguist known for her documentation and analysis of the Australian Aboriginal Gamilaraay language.
  • A. linguist Carobeth Laird
    Carobeth Laird was an American linguist and ethnographer known for her pioneering documentation of Native American languages and cultures, particularly among the Chemehuevi people.
  • B. linguist Margaret L. Press
    Margaret L. Press is a linguist known for her fieldwork and documentation of Indigenous languages of North America, including the Chemehuevi language.
  • C. 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.
  • D. linguist David Mead
    David Mead is a linguist specializing in Austronesian languages, particularly the Celebic subgroup, with notable work in historical and comparative linguistics.
  • E. 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.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e98b149481909f432a6b9ef8bfbb completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a246a3c81909f4f1d32a1b1efeb completed April 19, 2026, 5 p.m.
NEDg Description generation batch_69e510f7bec08190989118b6e4a7fa49 completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516ac8dec81909c9c1eece372189e completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:32 p.m.