Triple

T13593021
Position Surface form Disambiguated ID Type / Status
Subject Indigenous people of Costa Rica E324739 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Huetar people
The Huetar people are an Indigenous group of Costa Rica known historically for their influential chiefdoms in the Central Valley and their role as skilled traders and artisans prior to Spanish colonization.
E1049520 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: Huetar people | Statement: [Indigenous people of Costa Rica, hasEthnicGroup, Huetar people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huetar people
Context triple: [Indigenous people of Costa Rica, hasEthnicGroup, Huetar people]
  • A. Serrano people
    The Serrano people are an Indigenous group of Southern California whose traditional homeland spans the San Bernardino Mountains and surrounding desert regions, where they have long maintained distinct cultural, linguistic, and spiritual traditions.
  • B. Resígaro people
    The Resígaro people are an Indigenous group from the northwestern Amazon, primarily in Peru and Colombia, known for their nearly extinct Resígaro language and traditional forest-based way of life.
  • C. Guajiro people
    The Guajiro people, also known as the Wayuu, are an Indigenous group of the Guajira Peninsula in northern Colombia and northwest Venezuela, recognized for their matrilineal social structure, pastoralist traditions, and rich weaving and oral storytelling culture.
  • D. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • E. Collagua people
    The Collagua people are an indigenous Andean group of Peru known for their pre-Inca agricultural terraces, distinctive cultural traditions, and long-standing presence in the Colca Valley region.
  • 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: Huetar people
Triple: [Indigenous people of Costa Rica, hasEthnicGroup, Huetar people]
Generated description
The Huetar people are an Indigenous group of Costa Rica known historically for their influential chiefdoms in the Central Valley and their role as skilled traders and artisans prior to Spanish colonization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huetar people
Target entity description: The Huetar people are an Indigenous group of Costa Rica known historically for their influential chiefdoms in the Central Valley and their role as skilled traders and artisans prior to Spanish colonization.
  • A. Serrano people
    The Serrano people are an Indigenous group of Southern California whose traditional homeland spans the San Bernardino Mountains and surrounding desert regions, where they have long maintained distinct cultural, linguistic, and spiritual traditions.
  • B. Resígaro people
    The Resígaro people are an Indigenous group from the northwestern Amazon, primarily in Peru and Colombia, known for their nearly extinct Resígaro language and traditional forest-based way of life.
  • C. Guajiro people
    The Guajiro people, also known as the Wayuu, are an Indigenous group of the Guajira Peninsula in northern Colombia and northwest Venezuela, recognized for their matrilineal social structure, pastoralist traditions, and rich weaving and oral storytelling culture.
  • D. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • E. Collagua people
    The Collagua people are an indigenous Andean group of Peru known for their pre-Inca agricultural terraces, distinctive cultural traditions, and long-standing presence in the Colca Valley region.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb056ce088190a6feb4266633d18b completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc578908190abd5cca94b1c3a5c completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77643b0348190962bf23a9857edbe completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f77923fd1481908af251a1dcbcf441 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:49 p.m.