Triple

T15157538
Position Surface form Disambiguated ID Type / Status
Subject Barbacoan languages E362116 entity
Predicate usedBy P260 FINISHED
Object Guambiano people
The Guambiano people are an Indigenous group of the Colombian Andes known for their distinct cultural traditions, colorful dress, and preservation of their ancestral language and communal agricultural practices.
 E1151457 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: Guambiano people | Statement: [Barbacoan languages, usedBy, Guambiano people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guambiano people
Context triple: [Barbacoan languages, usedBy, Guambiano people]
  • A. Huitoto people
    The Huitoto people are an Indigenous group of the western Amazon, known for their complex ritual life, traditional maloca longhouses, and rich oral traditions spanning parts of Colombia and Peru.
  • B. Yagua people
    The Yagua people are an Indigenous group of the northwestern Amazon rainforest, primarily in Peru and Colombia, known for their distinct language, traditional forest-based livelihood, and rich ceremonial culture.
  • C. Tukano peoples
    The Tukano peoples are an Indigenous group of the northwest Amazon, known for their complex social organization, multilingualism, and rich ritual and shamanic traditions.
  • D. Aguaruna people
    The Aguaruna people are an Indigenous group of the northern Peruvian Amazon known for their Jivaroan language, forest-based livelihoods, and strong traditions of autonomy and resistance to outside domination.
  • E. Cucapá people
    The Cucapá people are an Indigenous group native to the lower Colorado River region and delta, traditionally known for fishing, agriculture, and a river-centered culture spanning parts of present-day Baja California and Sonora in Mexico and the southwestern United States.
  • 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: Guambiano people
Triple: [Barbacoan languages, usedBy, Guambiano people]
Generated description
The Guambiano people are an Indigenous group of the Colombian Andes known for their distinct cultural traditions, colorful dress, and preservation of their ancestral language and communal agricultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guambiano people
Target entity description: The Guambiano people are an Indigenous group of the Colombian Andes known for their distinct cultural traditions, colorful dress, and preservation of their ancestral language and communal agricultural practices.
  • A. Huitoto people
    The Huitoto people are an Indigenous group of the western Amazon, known for their complex ritual life, traditional maloca longhouses, and rich oral traditions spanning parts of Colombia and Peru.
  • B. Yagua people
    The Yagua people are an Indigenous group of the northwestern Amazon rainforest, primarily in Peru and Colombia, known for their distinct language, traditional forest-based livelihood, and rich ceremonial culture.
  • C. Tukano peoples
    The Tukano peoples are an Indigenous group of the northwest Amazon, known for their complex social organization, multilingualism, and rich ritual and shamanic traditions.
  • D. Aguaruna people
    The Aguaruna people are an Indigenous group of the northern Peruvian Amazon known for their Jivaroan language, forest-based livelihoods, and strong traditions of autonomy and resistance to outside domination.
  • E. Cucapá people
    The Cucapá people are an Indigenous group native to the lower Colorado River region and delta, traditionally known for fishing, agriculture, and a river-centered culture spanning parts of present-day Baja California and Sonora in Mexico and the southwestern United States.
  • 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_69d85a0759908190b8a051d2e2a1cbe6 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0060c62b08190bcdbd912d011d1ba completed April 15, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff01d9af308190b0103cec0fb8d87d completed May 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ff03a0ec20819088df92542d404290 completed May 9, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69ff03ffd8788190ae82e6b7b1bce674 completed May 9, 2026, 9:53 a.m.
Created at: April 10, 2026, 3:08 a.m.