Triple

T13159258
Position Surface form Disambiguated ID Type / Status
Subject Comarcas of Panama E312676 entity
Predicate includesEthnicGroup P1898 FINISHED
Object Naso people
The Naso people are an Indigenous group of northwestern Panama, known for their distinct language and culture and for living traditionally along the Teribe River near the Costa Rican border.
E1197713 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: Naso people | Statement: [Comarcas of Panama, includesEthnicGroup, Naso people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Naso people
Context triple: [Comarcas of Panama, includesEthnicGroup, Naso people]
  • A. Anuak people
    The Anuak people are a Nilotic ethnic group primarily inhabiting the Gambela region of western Ethiopia and adjacent areas of South Sudan, known for their agro-pastoral lifestyle and distinct language and culture.
  • B. Taita people
    The Taita people are a Bantu-speaking ethnic community of southeastern Kenya known for their distinct language, terraced agriculture in the Taita Hills, and rich cultural traditions.
  • C. Enawené-Nawé people
    The Enawené-Nawé people are an Indigenous group of the Brazilian Amazon known for their distinctive ritual life, fishing-based economy, and relative isolation from mainstream Brazilian society.
  • D. Punu people
    The Punu people are a Bantu-speaking ethnic group of Central Africa, primarily living in southern Gabon and neighboring regions, known for their distinctive white-faced masks and rich artistic traditions.
  • E. Bunuba people
    The Bunuba people are an Aboriginal Australian group from the Kimberley region of Western Australia, known for their rich cultural traditions, strong connection to rugged gorge and range landscapes, and historical resistance to colonial encroachment.
  • 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: Naso people
Triple: [Comarcas of Panama, includesEthnicGroup, Naso people]
Generated description
The Naso people are an Indigenous group of northwestern Panama, known for their distinct language and culture and for living traditionally along the Teribe River near the Costa Rican border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Naso people
Target entity description: The Naso people are an Indigenous group of northwestern Panama, known for their distinct language and culture and for living traditionally along the Teribe River near the Costa Rican border.
  • A. Anuak people
    The Anuak people are a Nilotic ethnic group primarily inhabiting the Gambela region of western Ethiopia and adjacent areas of South Sudan, known for their agro-pastoral lifestyle and distinct language and culture.
  • B. Taita people
    The Taita people are a Bantu-speaking ethnic community of southeastern Kenya known for their distinct language, terraced agriculture in the Taita Hills, and rich cultural traditions.
  • C. Enawené-Nawé people
    The Enawené-Nawé people are an Indigenous group of the Brazilian Amazon known for their distinctive ritual life, fishing-based economy, and relative isolation from mainstream Brazilian society.
  • D. Punu people
    The Punu people are a Bantu-speaking ethnic group of Central Africa, primarily living in southern Gabon and neighboring regions, known for their distinctive white-faced masks and rich artistic traditions.
  • E. Bunuba people
    The Bunuba people are an Aboriginal Australian group from the Kimberley region of Western Australia, known for their rich cultural traditions, strong connection to rugged gorge and range landscapes, and historical resistance to colonial encroachment.
  • 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_69d806ac3ee081909b2fd27d060aa974 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c0971008190869e9de710f4c579 completed April 10, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fff78ad38481908df2338aaf276da9 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff99606e881909a6f89ec35c7b291 completed May 10, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fffa0c6d5881908e1afb9d19c13909 completed May 10, 2026, 3:22 a.m.
Created at: April 9, 2026, 9:12 p.m.