Triple

T16656423
Position Surface form Disambiguated ID Type / Status
Subject Lyle Campbell E404742 entity
Predicate hasWritten P2831 FINISHED
Object The Indigenous Languages of South America E718284 NE FINISHED

How this triple was built (2 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: The Indigenous Languages of South America | Statement: [Lyle Campbell, hasWritten, The Indigenous Languages of South America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Indigenous Languages of South America
Context triple: [Lyle Campbell, hasWritten, The Indigenous Languages of South America]
  • A. The Indigenous Languages of South America chosen
    The Indigenous Languages of South America is a comprehensive scholarly volume that surveys, classifies, and analyzes the diverse native languages of the South American continent, including their histories, structures, and current status.
  • B. Andean linguistic area
    The Andean linguistic area is a region of the central Andes where diverse languages have converged to share common structural features through long-term contact and interaction.
  • C. A Grammar of Tariana, from Northwest Amazonia
    "A Grammar of Tariana, from Northwest Amazonia" is a comprehensive linguistic reference work detailing the structure and usage of the Tariana language spoken in the Northwest Amazon region.
  • D. Bolivian Amazonian languages
    Bolivian Amazonian languages are a group of indigenous languages spoken in the Amazonian region of Bolivia, encompassing several distinct linguistic families and isolates native to that area.
  • E. The Languages of Native North America
    The Languages of Native North America is a comprehensive linguistic survey by Marianne Mithun that analyzes the structures, histories, and typological diversity of Indigenous languages across North America.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37bfb2b308190bf3559df9fbb126f completed April 18, 2026, 12:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084ccbc888190816cdf0ea67b0a90 completed May 10, 2026, 1:14 p.m.
Created at: April 10, 2026, 5:18 a.m.