Triple

T617296
Position Surface form Disambiguated ID Type / Status
Subject Yavapai language E14433 entity
Predicate hasSpeakersIn P16679 FINISHED
Object Yavapai-Apache Nation
The Yavapai-Apache Nation is a federally recognized Native American tribe in Arizona composed primarily of Yavapai and Apache peoples, with its own government, cultural traditions, and reservation lands.
E77855 NE FINISHED

How this triple was built (5 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: Yavapai-Apache Nation | Statement: [Yavapai language, hasSpeakersIn, Yavapai-Apache Nation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yavapai-Apache Nation
Context triple: [Yavapai language, hasSpeakersIn, Yavapai-Apache Nation]
  • A. Hopi Reservation
    The Hopi Reservation is a Native American reservation in northeastern Arizona that is home to the Hopi people and known for its ancient pueblos, rich cultural traditions, and distinctive arts.
  • B. Zuni Reservation
    The Zuni Reservation is the homeland of the Zuni Pueblo people in western New Mexico, known for its rich Indigenous culture, traditional arts, and historic villages.
  • C. Hualapai Indian Reservation
    The Hualapai Indian Reservation is a large tribal land area in northwestern Arizona that serves as the homeland and governmental center of the Hualapai Nation, encompassing parts of the Grand Canyon and surrounding desert plateaus.
  • D. Gila River Indian Community
    The Gila River Indian Community is a federally recognized tribal community in Arizona composed primarily of Akimel O’odham (Pima) and Maricopa people, known for its sovereign government, cultural preservation, and economic enterprises.
  • E. Salt River Pima-Maricopa Indian Community
    The Salt River Pima-Maricopa Indian Community is a federally recognized Native American community in Arizona composed primarily of Pima (Akimel O’odham) and Maricopa (Piipaash) peoples, governing its own reservation near the Phoenix metropolitan area.
  • 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: Yavapai-Apache Nation
Triple: [Yavapai language, hasSpeakersIn, Yavapai-Apache Nation]
Generated description
The Yavapai-Apache Nation is a federally recognized Native American tribe in Arizona composed primarily of Yavapai and Apache peoples, with its own government, cultural traditions, and reservation lands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yavapai-Apache Nation
Target entity description: The Yavapai-Apache Nation is a federally recognized Native American tribe in Arizona composed primarily of Yavapai and Apache peoples, with its own government, cultural traditions, and reservation lands.
  • A. Hopi Reservation
    The Hopi Reservation is a Native American reservation in northeastern Arizona that is home to the Hopi people and known for its ancient pueblos, rich cultural traditions, and distinctive arts.
  • B. Zuni Reservation
    The Zuni Reservation is the homeland of the Zuni Pueblo people in western New Mexico, known for its rich Indigenous culture, traditional arts, and historic villages.
  • C. Hualapai Indian Reservation
    The Hualapai Indian Reservation is a large tribal land area in northwestern Arizona that serves as the homeland and governmental center of the Hualapai Nation, encompassing parts of the Grand Canyon and surrounding desert plateaus.
  • D. Gila River Indian Community
    The Gila River Indian Community is a federally recognized tribal community in Arizona composed primarily of Akimel O’odham (Pima) and Maricopa people, known for its sovereign government, cultural preservation, and economic enterprises.
  • E. Salt River Pima-Maricopa Indian Community
    The Salt River Pima-Maricopa Indian Community is a federally recognized Native American community in Arizona composed primarily of Pima (Akimel O’odham) and Maricopa (Piipaash) peoples, governing its own reservation near the Phoenix metropolitan area.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSpeakersIn
Context triple: [Yavapai language, hasSpeakersIn, Yavapai-Apache Nation]
  • A. hasMainSpeaker
    Indicates that one entity serves as the primary or principal speaker associated with another entity, such as an event, recording, or presentation.
  • B. spokeAt
    Indicates that a person delivered a talk, speech, or presentation at a particular event or location.
  • C. hasApproximateTotalSpeakers
    Indicates that an entity is associated with an estimated or roughly calculated number of total speakers, rather than an exact count.
  • D. succeededAsSpeakerBy
    Indicates that one entity took over the role or position of speaker from another entity as their successor.
  • E. hasParticipants
    Indicates that an event, activity, or situation involves one or more entities as participants in it.
  • F. None of above. chosen

Provenance (7 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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e2418c881908552d2c4a5006e97 completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a563c40fbc81908b117bc6139507d2 completed March 2, 2026, 10:17 a.m.
NEDg Description generation batch_69a5644ac23c8190b4df2a9f96385fe0 completed March 2, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69a564c7011c81908560b563a4cad560 completed March 2, 2026, 10:21 a.m.
PD Predicate disambiguation batch_69a49cfd15288190b4abdbd0bce3edcd completed March 1, 2026, 8:09 p.m.
PDg Predicate description generation batch_69a49d76062c819083ac33f1f87097c7 completed March 1, 2026, 8:11 p.m.
Created at: March 1, 2026, 7:35 p.m.