Triple

T4322494
Position Surface form Disambiguated ID Type / Status
Subject Penutian phylum E96550 entity
Predicate includes P1393 FINISHED
Object Takelma language
The Takelma language is an extinct Native American language once spoken in southwestern Oregon, often classified within the proposed Penutian language family.
 E432300 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: Takelma language | Statement: [Penutian phylum, includes, Takelma language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Takelma language
Context triple: [Penutian phylum, includes, Takelma language]
  • A. Kaska language
    The Kaska language is an Indigenous Northern Athabaskan language spoken by the Kaska Dena people of the Yukon and northern British Columbia in Canada.
  • B. Walapai language
    The Walapai language is a Native American language of the Yuman family traditionally spoken by the Hualapai people of northwestern Arizona.
  • C. Tongva language
    The Tongva language is an indigenous Uto-Aztecan language historically spoken in the Los Angeles Basin and Southern Channel Islands by the Tongva (Gabrielino) people, now the focus of revitalization efforts after near extinction.
  • D. Kapingamarangi language
    The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
  • E. Tataviam language
    The Tataviam language is an extinct Uto-Aztecan language once spoken by the Tataviam people in what is now Southern California.
  • 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: Takelma language
Triple: [Penutian phylum, includes, Takelma language]
Generated description
The Takelma language is an extinct Native American language once spoken in southwestern Oregon, often classified within the proposed Penutian language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Takelma language
Target entity description: The Takelma language is an extinct Native American language once spoken in southwestern Oregon, often classified within the proposed Penutian language family.
  • A. Kaska language
    The Kaska language is an Indigenous Northern Athabaskan language spoken by the Kaska Dena people of the Yukon and northern British Columbia in Canada.
  • B. Walapai language
    The Walapai language is a Native American language of the Yuman family traditionally spoken by the Hualapai people of northwestern Arizona.
  • C. Tongva language
    The Tongva language is an indigenous Uto-Aztecan language historically spoken in the Los Angeles Basin and Southern Channel Islands by the Tongva (Gabrielino) people, now the focus of revitalization efforts after near extinction.
  • D. Kapingamarangi language
    The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
  • E. Tataviam language
    The Tataviam language is an extinct Uto-Aztecan language once spoken by the Tataviam people in what is now Southern California.
  • 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.