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.