Triple

T57721
Position Surface form Disambiguated ID Type / Status
Subject Panama E1142 entity
Predicate regionalLanguage P237 FINISHED
Object Emberá
Emberá is an indigenous language spoken by the Emberá people of Panama and neighboring regions of Colombia, belonging to the Chocoan language family.
E13446 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: Emberá | Statement: [Panama, regionalLanguage, Emberá]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emberá
Context triple: [Panama, regionalLanguage, Emberá]
  • A. Taíno
    The Taíno were an Indigenous Arawakan-speaking people of the Caribbean, especially the Greater Antilles, whose culture and language significantly influenced the region before and after European contact.
  • B. 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.
  • C. Kuna
    Kuna is an indigenous Chibchan language spoken by the Guna (Kuna) people primarily in Panama and parts of Colombia.
  • D. Poganuc People
    Poganuc People is a semi-autobiographical novel by Harriet Beecher Stowe that portrays small-town New England life and religious culture in the early 19th century.
  • E. Hualapai people
    The Hualapai people are a Native American tribe traditionally inhabiting northwestern Arizona, known for their distinct language, culture, and stewardship of lands along the Grand Canyon.
  • 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: Emberá
Triple: [Panama, regionalLanguage, Emberá]
Generated description
Emberá is an indigenous language spoken by the Emberá people of Panama and neighboring regions of Colombia, belonging to the Chocoan language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emberá
Target entity description: Emberá is an indigenous language spoken by the Emberá people of Panama and neighboring regions of Colombia, belonging to the Chocoan language family.
  • A. Taíno
    The Taíno were an Indigenous Arawakan-speaking people of the Caribbean, especially the Greater Antilles, whose culture and language significantly influenced the region before and after European contact.
  • B. 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.
  • C. Kuna
    Kuna is an indigenous Chibchan language spoken by the Guna (Kuna) people primarily in Panama and parts of Colombia.
  • D. Poganuc People
    Poganuc People is a semi-autobiographical novel by Harriet Beecher Stowe that portrays small-town New England life and religious culture in the early 19th century.
  • E. Hualapai people
    The Hualapai people are a Native American tribe traditionally inhabiting northwestern Arizona, known for their distinct language, culture, and stewardship of lands along the Grand Canyon.
  • 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_69a248adc5b48190aa8db9fb092fb28a completed Feb. 28, 2026, 1:45 a.m.
NER Named-entity recognition batch_69a24b1bf2c081908f20e13939b713ff completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2981ccdc0819093346109c126ea96 completed Feb. 28, 2026, 7:24 a.m.
NEDg Description generation batch_69a2987873d48190974c9847c3a51586 completed Feb. 28, 2026, 7:25 a.m.
NED2 Entity disambiguation (via description) batch_69a2992eef7881908cb4cff9d91aab98 completed Feb. 28, 2026, 7:28 a.m.
Created at: Feb. 28, 2026, 1:50 a.m.