Triple

T3085358
Position Surface form Disambiguated ID Type / Status
Subject Guaymí E64357 entity
Predicate relatedGroup P37 FINISHED
Object Buglé people
The Buglé people are an Indigenous group of Panama, culturally and linguistically related to the Ngäbe (Guaymí), known for their traditional subsistence farming, distinct dress, and communal land practices in the country’s western highlands.
E324735 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: Buglé people | Statement: [Guaymí, relatedGroup, Buglé people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Buglé people
Context triple: [Guaymí, relatedGroup, Buglé people]
  • A. Houma people
    The Houma people are a Native American tribe historically based in what is now Louisiana, known for their distinct culture, language heritage, and close ties to the Mississippi River delta region.
  • B. Toubou people
    The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
  • C. Saho people
    The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
  • D. Alur people
    The Alur people are a Nilotic ethnic group primarily inhabiting northwestern Uganda and northeastern Democratic Republic of the Congo, known for their Luo-related language and cattle-herding, farming traditions.
  • E. Montagnards
    The Montagnards were the radical Jacobin-led political group that dominated the French Revolution’s Reign of Terror, advocating extreme egalitarian policies and centralization of power.
  • 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: Buglé people
Triple: [Guaymí, relatedGroup, Buglé people]
Generated description
The Buglé people are an Indigenous group of Panama, culturally and linguistically related to the Ngäbe (Guaymí), known for their traditional subsistence farming, distinct dress, and communal land practices in the country’s western highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Buglé people
Target entity description: The Buglé people are an Indigenous group of Panama, culturally and linguistically related to the Ngäbe (Guaymí), known for their traditional subsistence farming, distinct dress, and communal land practices in the country’s western highlands.
  • A. Houma people
    The Houma people are a Native American tribe historically based in what is now Louisiana, known for their distinct culture, language heritage, and close ties to the Mississippi River delta region.
  • B. Toubou people
    The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
  • C. Saho people
    The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
  • D. Alur people
    The Alur people are a Nilotic ethnic group primarily inhabiting northwestern Uganda and northeastern Democratic Republic of the Congo, known for their Luo-related language and cattle-herding, farming traditions.
  • E. Montagnards
    The Montagnards were the radical Jacobin-led political group that dominated the French Revolution’s Reign of Terror, advocating extreme egalitarian policies and centralization of power.
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1eac5548190bee60ea8262c65a8 completed March 8, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f89e6f5c8190993794e2c9977ee6 completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f93d5b208190835093f453fd33ab completed March 11, 2026, 11:22 p.m.
NED2 Entity disambiguation (via description) batch_69b1f9ea9b908190a86e2b79a89e0283 completed March 11, 2026, 11:25 p.m.
Created at: March 8, 2026, 3:03 p.m.