Triple

T4322499
Position Surface form Disambiguated ID Type / Status
Subject Penutian phylum E96550 entity
Predicate includes P1393 FINISHED
Object Yuki–Wappo languages
The Yuki–Wappo languages are an extinct small family of Native American languages once spoken in northern California, often discussed in relation to the proposed Penutian phylum.
E432301 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: Yuki–Wappo languages | Statement: [Penutian phylum, includes, Yuki–Wappo languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yuki–Wappo languages
Context triple: [Penutian phylum, includes, Yuki–Wappo languages]
  • A. Japonic languages
    The Japonic languages are a small language family that includes Japanese and the Ryukyuan languages, spoken primarily in Japan and the Ryukyu Islands of East Asia.
  • B. Bugis–Tamanic languages
    The Bugis–Tamanic languages are a subgroup of Austronesian languages spoken primarily in South Sulawesi and surrounding regions of Indonesia, including Buginese and related tongues.
  • C. Ryukyuan languages
    The Ryukyuan languages are a group of closely related but distinct Japonic languages traditionally spoken in Japan’s Ryukyu Islands, many of which are now endangered.
  • D. 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.
  • E. Oshiwambo languages
    The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
  • 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: Yuki–Wappo languages
Triple: [Penutian phylum, includes, Yuki–Wappo languages]
Generated description
The Yuki–Wappo languages are an extinct small family of Native American languages once spoken in northern California, often discussed in relation to the proposed Penutian phylum.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yuki–Wappo languages
Target entity description: The Yuki–Wappo languages are an extinct small family of Native American languages once spoken in northern California, often discussed in relation to the proposed Penutian phylum.
  • A. Japonic languages
    The Japonic languages are a small language family that includes Japanese and the Ryukyuan languages, spoken primarily in Japan and the Ryukyu Islands of East Asia.
  • B. Bugis–Tamanic languages
    The Bugis–Tamanic languages are a subgroup of Austronesian languages spoken primarily in South Sulawesi and surrounding regions of Indonesia, including Buginese and related tongues.
  • C. Ryukyuan languages
    The Ryukyuan languages are a group of closely related but distinct Japonic languages traditionally spoken in Japan’s Ryukyu Islands, many of which are now endangered.
  • D. 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.
  • E. Oshiwambo languages
    The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
  • 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_69b345422aac81909ddbadae437d122e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351177eb88190b89fa49a88add5e8 completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d09165a8819089fbb9b9ed4c82ff completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d4607a688190a3a7352579ea5ee7 completed March 14, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5d51068dc819099ac28361188dcc4 completed March 14, 2026, 9:37 p.m.
Created at: March 12, 2026, 11:12 p.m.