Triple

T3702553
Position Surface form Disambiguated ID Type / Status
Subject Walapai language E80812 entity
Predicate isPartOf P10 FINISHED
Object Southwestern branch of Yuman languages
The Southwestern branch of Yuman languages is a subgroup of the Yuman language family spoken in the southwestern United States and northwestern Mexico, encompassing closely related Indigenous languages such as Walapai.
 E381893 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: Southwestern branch of Yuman languages | Statement: [Walapai language, isPartOf, Southwestern branch of Yuman languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southwestern branch of Yuman languages
Context triple: [Walapai language, isPartOf, Southwestern branch of Yuman languages]
  • A. Numic branch of Uto-Aztecan
    The Numic branch of Uto-Aztecan is a subgroup of the Uto-Aztecan language family comprising several closely related Indigenous languages spoken primarily in the Great Basin region of the western United States.
  • B. Mexican Penutian languages
    Mexican Penutian languages are a proposed subgroup of the Penutian language family consisting of several indigenous languages spoken in parts of Mexico.
  • C. Puebloan languages
    Puebloan languages are a group of Native American languages traditionally spoken by the Pueblo peoples of the Southwestern United States, including languages such as Keresan, Tanoan, and Zuni.
  • D. Southern Uto-Aztecan
    Southern Uto-Aztecan is a major branch of the Uto-Aztecan language family that includes languages such as Nahuatl, Hopi, and the languages of many indigenous groups in Mexico and the U.S. Southwest.
  • E. Chinantecan languages
    The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
  • 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: Southwestern branch of Yuman languages
Triple: [Walapai language, isPartOf, Southwestern branch of Yuman languages]
Generated description
The Southwestern branch of Yuman languages is a subgroup of the Yuman language family spoken in the southwestern United States and northwestern Mexico, encompassing closely related Indigenous languages such as Walapai.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southwestern branch of Yuman languages
Target entity description: The Southwestern branch of Yuman languages is a subgroup of the Yuman language family spoken in the southwestern United States and northwestern Mexico, encompassing closely related Indigenous languages such as Walapai.
  • A. Numic branch of Uto-Aztecan
    The Numic branch of Uto-Aztecan is a subgroup of the Uto-Aztecan language family comprising several closely related Indigenous languages spoken primarily in the Great Basin region of the western United States.
  • B. Mexican Penutian languages
    Mexican Penutian languages are a proposed subgroup of the Penutian language family consisting of several indigenous languages spoken in parts of Mexico.
  • C. Puebloan languages
    Puebloan languages are a group of Native American languages traditionally spoken by the Pueblo peoples of the Southwestern United States, including languages such as Keresan, Tanoan, and Zuni.
  • D. Southern Uto-Aztecan
    Southern Uto-Aztecan is a major branch of the Uto-Aztecan language family that includes languages such as Nahuatl, Hopi, and the languages of many indigenous groups in Mexico and the U.S. Southwest.
  • E. Chinantecan languages
    The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
  • 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc54925b48190b23d2a14ef825abc completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cdf53190819098529d11a5a3c7a8 completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4cf799ae88190bbf821f4c4500031 completed March 14, 2026, 3:01 a.m.
NED2 Entity disambiguation (via description) batch_69b4d0057fe8819092a40732324f88c9 completed March 14, 2026, 3:03 a.m.
Created at: March 8, 2026, 3:33 p.m.