Triple

T6927453
Position Surface form Disambiguated ID Type / Status
Subject Sipakapense E160347 entity
Predicate spokenBy P2181 FINISHED
Object Sipakapense people
The Sipakapense people are an indigenous Maya group from the highlands of Guatemala, known for their distinct language, traditional communal practices, and resistance to external exploitation of their lands.
E644161 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: Sipakapense people | Statement: [Sipakapense, spokenBy, Sipakapense people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sipakapense people
Context triple: [Sipakapense, spokenBy, Sipakapense people]
  • A. Secoya people
    The Secoya people are an indigenous group of the western Amazon, primarily living in Ecuador and Peru, known for their distinct language, traditional forest-based livelihood, and rich shamanic and ceremonial practices.
  • B. 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.
  • C. Cavineño people
    The Cavineño people are an Indigenous group of the Bolivian Amazon, traditionally living along rivers in northern Bolivia with a culture centered on subsistence agriculture, fishing, and forest resources.
  • D. Tacana people
    The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
  • E. Amuzgo people
    The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
  • 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: Sipakapense people
Triple: [Sipakapense, spokenBy, Sipakapense people]
Generated description
The Sipakapense people are an indigenous Maya group from the highlands of Guatemala, known for their distinct language, traditional communal practices, and resistance to external exploitation of their lands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sipakapense people
Target entity description: The Sipakapense people are an indigenous Maya group from the highlands of Guatemala, known for their distinct language, traditional communal practices, and resistance to external exploitation of their lands.
  • A. Secoya people
    The Secoya people are an indigenous group of the western Amazon, primarily living in Ecuador and Peru, known for their distinct language, traditional forest-based livelihood, and rich shamanic and ceremonial practices.
  • B. 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.
  • C. Cavineño people
    The Cavineño people are an Indigenous group of the Bolivian Amazon, traditionally living along rivers in northern Bolivia with a culture centered on subsistence agriculture, fishing, and forest resources.
  • D. Tacana people
    The Tacana people are an Indigenous group of the Bolivian Amazon known for their forest-based livelihoods, rich oral traditions, and efforts to defend their ancestral territories and cultural autonomy.
  • E. Amuzgo people
    The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
  • 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_69c6884d350081908d8a970e4d40ad78 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da1bf2088190a8ccfa01d9a1efc5 completed March 27, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a30c94fc8190b5994a7dc2b709c0 completed March 28, 2026, 9:44 a.m.
NEDg Description generation batch_69c7a45ce628819085343c30f2886a95 completed March 28, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7a60ac4348190a623522f2d8199e9 completed March 28, 2026, 9:57 a.m.
Created at: March 27, 2026, 2:27 p.m.