Triple

T3649149
Position Surface form Disambiguated ID Type / Status
Subject Yokutsan languages E77375 entity
Predicate languageFamily P1047 FINISHED
Object Yok-Utian languages
The Yok-Utian languages are a proposed macro-family of Native American languages that groups together the Yokutsan and Utian (Miwok–Costanoan) language families of California based on shared linguistic features.
E378797 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: Yok-Utian languages | Statement: [Yokutsan languages, languageFamily, Yok-Utian languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yok-Utian languages
Context triple: [Yokutsan languages, languageFamily, Yok-Utian languages]
  • A. Karkar-Yuri languages
    The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
  • B. Lakkia–Biao languages
    The Lakkia–Biao languages are a small branch of the Tai–Kadai language family spoken by minority communities in southern China, notable for preserving archaic features distinct from the more widespread Tai languages.
  • C. Kuki-Chin languages
    Kuki-Chin languages are a subgroup of the Sino-Tibetan language family spoken primarily in northeastern India, Myanmar, and Bangladesh by various Kuki, Chin, and related ethnic communities.
  • D. Kam–Sui languages
    The Kam–Sui languages are a branch of the Tai–Kadai language family spoken primarily in southern China, including languages such as Kam (Dong) and Sui.
  • E. Karluk languages
    Karluk languages are a subgroup of the Turkic language family that includes major Central Asian languages such as Uzbek and Uyghur.
  • 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: Yok-Utian languages
Triple: [Yokutsan languages, languageFamily, Yok-Utian languages]
Generated description
The Yok-Utian languages are a proposed macro-family of Native American languages that groups together the Yokutsan and Utian (Miwok–Costanoan) language families of California based on shared linguistic features.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yok-Utian languages
Target entity description: The Yok-Utian languages are a proposed macro-family of Native American languages that groups together the Yokutsan and Utian (Miwok–Costanoan) language families of California based on shared linguistic features.
  • A. Karkar-Yuri languages
    The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
  • B. Lakkia–Biao languages
    The Lakkia–Biao languages are a small branch of the Tai–Kadai language family spoken by minority communities in southern China, notable for preserving archaic features distinct from the more widespread Tai languages.
  • C. Kuki-Chin languages
    Kuki-Chin languages are a subgroup of the Sino-Tibetan language family spoken primarily in northeastern India, Myanmar, and Bangladesh by various Kuki, Chin, and related ethnic communities.
  • D. Kam–Sui languages
    The Kam–Sui languages are a branch of the Tai–Kadai language family spoken primarily in southern China, including languages such as Kam (Dong) and Sui.
  • E. Karluk languages
    Karluk languages are a subgroup of the Turkic language family that includes major Central Asian languages such as Uzbek and Uyghur.
  • 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_69ad85de1b988190a45f8dbfebc806fc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc38c22548190a271a69fb832a5a8 completed March 8, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b488394aa48190b91985aa912cf733 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48c3204dc8190bd283ce429b08291 completed March 13, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69b4bcc702dc81908bbeb7ce73c8a5db completed March 14, 2026, 1:41 a.m.
Created at: March 8, 2026, 3:24 p.m.