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.