Triple

T18203295
Position Surface form Disambiguated ID Type / Status
Subject Southern Valley Yokuts E435842 entity
Predicate documentedBy P4310 FINISHED
Object linguist Geoffrey Gamble
Geoffrey Gamble is an American linguist known for his extensive documentation and analysis of Native Californian languages, particularly those of the Yokutsan family.
 E1312707 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 Geoffrey Gamble | Statement: [Southern Valley Yokuts, documentedBy, linguist Geoffrey Gamble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: linguist Geoffrey Gamble
Context triple: [Southern Valley Yokuts, documentedBy, linguist Geoffrey Gamble]
  • 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. linguist Greville Corbett
    Greville Corbett is a British linguist renowned for his influential work in typology and morphology, particularly on features such as gender and number, and for his extensive documentation of lesser-studied languages.
  • 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 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.
  • E. linguist Gordon M. Day
    Gordon M. Day was a linguist and ethnographer known for his extensive documentation and preservation of the Western Abenaki language and culture.
  • 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 Geoffrey Gamble
Triple: [Southern Valley Yokuts, documentedBy, linguist Geoffrey Gamble]
Generated description
Geoffrey Gamble is an American linguist known for his extensive documentation and analysis of Native Californian languages, particularly those of the Yokutsan family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: linguist Geoffrey Gamble
Target entity description: Geoffrey Gamble is an American linguist known for his extensive documentation and analysis of Native Californian languages, particularly those of the Yokutsan family.
  • 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. linguist Greville Corbett
    Greville Corbett is a British linguist renowned for his influential work in typology and morphology, particularly on features such as gender and number, and for his extensive documentation of lesser-studied languages.
  • 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 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.
  • E. linguist Gordon M. Day
    Gordon M. Day was a linguist and ethnographer known for his extensive documentation and preservation of the Western Abenaki language and culture.
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e221bbbc819088a7559a46b7d4e7 completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f0c08588190b9e78e29a086e0da completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039fcd9548819088b6f89a24e5f14e completed May 12, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03a14b22208190b4f18bff55367dc9 completed May 12, 2026, 9:53 p.m.
Created at: April 10, 2026, 10:32 a.m.