Triple

T10778422
Position Surface form Disambiguated ID Type / Status
Subject Pacific Coast Athabaskan E254254 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Hupa
Hupa is a Native American language of northern California traditionally spoken by the Hupa people along the Trinity River.
E886294 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: Hupa | Statement: [Pacific Coast Athabaskan, hasMemberLanguage, Hupa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hupa
Context triple: [Pacific Coast Athabaskan, hasMemberLanguage, Hupa]
  • A. Chukchansi
    Chukchansi is a Native American language variety traditionally spoken by the Chukchansi Yokuts people of central California.
  • B. Miantonomo
    Miantonomo was a prominent 17th-century Narragansett sachem known for his leadership in regional conflicts and diplomacy in New England.
  • C. Yakama
    The Yakama are a Native American people of the Pacific Northwest, primarily based in south-central Washington State, known for their rich Plateau cultural traditions and their federally recognized Yakama Nation.
  • D. Hin-mah-too-yah-lat-kekt
    Hin-mah-too-yah-lat-kekt was a prominent 19th-century Nez Perce leader renowned for his resistance to U.S. government displacement and his eloquent advocacy for his people's rights.
  • E. Tupuri
    The Tupuri are an ethnic group of Central Africa, primarily living in northern Cameroon and southwestern Chad, known for their distinct language and agrarian lifestyle.
  • 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: Hupa
Triple: [Pacific Coast Athabaskan, hasMemberLanguage, Hupa]
Generated description
Hupa is a Native American language of northern California traditionally spoken by the Hupa people along the Trinity River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hupa
Target entity description: Hupa is a Native American language of northern California traditionally spoken by the Hupa people along the Trinity River.
  • A. Chukchansi
    Chukchansi is a Native American language variety traditionally spoken by the Chukchansi Yokuts people of central California.
  • B. Miantonomo
    Miantonomo was a prominent 17th-century Narragansett sachem known for his leadership in regional conflicts and diplomacy in New England.
  • C. Yakama
    The Yakama are a Native American people of the Pacific Northwest, primarily based in south-central Washington State, known for their rich Plateau cultural traditions and their federally recognized Yakama Nation.
  • D. Hin-mah-too-yah-lat-kekt
    Hin-mah-too-yah-lat-kekt was a prominent 19th-century Nez Perce leader renowned for his resistance to U.S. government displacement and his eloquent advocacy for his people's rights.
  • E. Tupuri
    The Tupuri are an ethnic group of Central Africa, primarily living in northern Cameroon and southwestern Chad, known for their distinct language and agrarian lifestyle.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732c25478819093dedec0c8556777 completed April 9, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69de55e9fe2081909acbfba7a65be18e completed April 14, 2026, 2:57 p.m.
NEDg Description generation batch_69de5eacae148190b7ca2da87427572e completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de6397ff688190b6788489895a5360 completed April 14, 2026, 3:56 p.m.
Created at: April 8, 2026, 9:16 p.m.