Triple

T3539113
Position Surface form Disambiguated ID Type / Status
Subject Salinan language E74838 entity
Predicate relatedTo P37 FINISHED
Object Chumashan languages (proposed)
Chumashan languages (proposed) refers to a hypothesized Native American language family of coastal California, suggested to include Chumashan and possibly Salinan in a larger genetic grouping.
 E366756 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: Chumashan languages (proposed) | Statement: [Salinan language, relatedTo, Chumashan languages (proposed)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chumashan languages (proposed)
Context triple: [Salinan language, relatedTo, Chumashan languages (proposed)]
  • A. Dené–Yeniseian languages (proposed)
    The Dené–Yeniseian languages (proposed) are a hypothesized macro-family linking the Na-Dené languages of North America with the Yeniseian languages of Siberia, suggesting a deep historical connection across the Bering region.
  • B. Tamanic languages
    The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
  • C. Maipurean languages
    The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
  • D. Altaic languages (proposed)
    Altaic languages (proposed) is a controversial hypothetical language family that groups together Turkic, Mongolic, Tungusic, and sometimes Koreanic and Japonic languages, primarily spoken across northern and central Asia.
  • E. Palaungic languages
    Palaungic languages are a branch of the Austroasiatic language family spoken primarily by Palaung and related ethnic groups in parts of Myanmar, China, Laos, Thailand, and Vietnam.
  • 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: Chumashan languages (proposed)
Triple: [Salinan language, relatedTo, Chumashan languages (proposed)]
Generated description
Chumashan languages (proposed) refers to a hypothesized Native American language family of coastal California, suggested to include Chumashan and possibly Salinan in a larger genetic grouping.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chumashan languages (proposed)
Target entity description: Chumashan languages (proposed) refers to a hypothesized Native American language family of coastal California, suggested to include Chumashan and possibly Salinan in a larger genetic grouping.
  • A. Dené–Yeniseian languages (proposed)
    The Dené–Yeniseian languages (proposed) are a hypothesized macro-family linking the Na-Dené languages of North America with the Yeniseian languages of Siberia, suggesting a deep historical connection across the Bering region.
  • B. Tamanic languages
    The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
  • C. Maipurean languages
    The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
  • D. Altaic languages (proposed)
    Altaic languages (proposed) is a controversial hypothetical language family that groups together Turkic, Mongolic, Tungusic, and sometimes Koreanic and Japonic languages, primarily spoken across northern and central Asia.
  • E. Palaungic languages
    Palaungic languages are a branch of the Austroasiatic language family spoken primarily by Palaung and related ethnic groups in parts of Myanmar, China, Laos, Thailand, and Vietnam.
  • 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_69ad85d274cc8190ab59c97298a1cfbf completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbcca5e008190abcfe40c8902a95f completed March 8, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bd7fa3881909fee11cc6f4af7ea completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c9259f881908068961f4eaf11a0 completed March 13, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69b38d04eb388190af64f990bac8d140 completed March 13, 2026, 4:05 a.m.
Created at: March 8, 2026, 3:20 p.m.