Triple

T11293351
Position Surface form Disambiguated ID Type / Status
Subject Gamilaraay language E267384 entity
Predicate documentedBy P4310 FINISHED
Object linguist Stephen A. Wurm
Stephen A. Wurm was a prominent linguist and polyglot renowned for his extensive documentation and classification of Indigenous Australian and Papuan languages.
E917653 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 Stephen A. Wurm | Statement: [Gamilaraay language, documentedBy, linguist Stephen A. Wurm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: linguist Stephen A. Wurm
Context triple: [Gamilaraay language, documentedBy, linguist Stephen A. Wurm]
  • A. Morris Swadesh
    Morris Swadesh was an American linguist best known for pioneering lexicostatistics and glottochronology, methods for studying language classification and historical relationships through core vocabulary comparison.
  • B. linguist William Bright
    William Bright was an influential American linguist and anthropologist known for his extensive work on Native American languages and sociolinguistics.
  • 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. Joseph Greenberg
    Joseph Greenberg was an influential American linguist best known for his work on language classification and universals, including proposing major language families such as Nilo-Saharan.
  • E. Jean Sapir
    Jean Sapir is a member of the Sapir family, known primarily as the sibling of anthropologist and linguist J. David Sapir.
  • 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 Stephen A. Wurm
Triple: [Gamilaraay language, documentedBy, linguist Stephen A. Wurm]
Generated description
Stephen A. Wurm was a prominent linguist and polyglot renowned for his extensive documentation and classification of Indigenous Australian and Papuan languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: linguist Stephen A. Wurm
Target entity description: Stephen A. Wurm was a prominent linguist and polyglot renowned for his extensive documentation and classification of Indigenous Australian and Papuan languages.
  • A. Morris Swadesh
    Morris Swadesh was an American linguist best known for pioneering lexicostatistics and glottochronology, methods for studying language classification and historical relationships through core vocabulary comparison.
  • B. linguist William Bright
    William Bright was an influential American linguist and anthropologist known for his extensive work on Native American languages and sociolinguistics.
  • 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. Joseph Greenberg
    Joseph Greenberg was an influential American linguist best known for his work on language classification and universals, including proposing major language families such as Nilo-Saharan.
  • E. Jean Sapir
    Jean Sapir is a member of the Sapir family, known primarily as the sibling of anthropologist and linguist J. David Sapir.
  • 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.