Triple
T3111843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngobe |
E64968
|
entity |
| Predicate | hasAlternativeTransliteration |
P5923
|
FINISHED |
| Object |
Ngobe-Bugle
Ngobe-Bugle refers to the Indigenous Ngäbe-Buglé people of Panama, known for their distinct language, culture, and semi-autonomous comarca (territory) in the country’s western highlands.
|
E327522
|
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: Ngobe-Bugle | Statement: [Ngobe, hasAlternativeTransliteration, Ngobe-Bugle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngobe-Bugle Context triple: [Ngobe, hasAlternativeTransliteration, Ngobe-Bugle]
-
A.
Muoy-Bugle
Muoy-Bugle is an indigenous language spoken by the Buglé people of Panama, recognized as one of the Chibchan languages of Central America.
-
B.
Gouais
Gouais is an ancient white wine grape variety historically important as a parent of many classic European grape cultivars.
-
C.
Bole
Bole is a West Chadic language spoken primarily in northeastern Nigeria, known for its complex tonal system and role as a regional lingua franca among Bole-speaking communities.
-
D.
Ndrumbea
Ndrumbea is an indigenous Austronesian language traditionally spoken by the Kanak people of New Caledonia in the South Pacific.
-
E.
Wanetsi
Wanetsi is a distinct and archaic variety of Pashto spoken by a small community in parts of Afghanistan and Pakistan.
- 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: Ngobe-Bugle Triple: [Ngobe, hasAlternativeTransliteration, Ngobe-Bugle]
Generated description
Ngobe-Bugle refers to the Indigenous Ngäbe-Buglé people of Panama, known for their distinct language, culture, and semi-autonomous comarca (territory) in the country’s western highlands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngobe-Bugle Target entity description: Ngobe-Bugle refers to the Indigenous Ngäbe-Buglé people of Panama, known for their distinct language, culture, and semi-autonomous comarca (territory) in the country’s western highlands.
-
A.
Muoy-Bugle
Muoy-Bugle is an indigenous language spoken by the Buglé people of Panama, recognized as one of the Chibchan languages of Central America.
-
B.
Gouais
Gouais is an ancient white wine grape variety historically important as a parent of many classic European grape cultivars.
-
C.
Bole
Bole is a West Chadic language spoken primarily in northeastern Nigeria, known for its complex tonal system and role as a regional lingua franca among Bole-speaking communities.
-
D.
Ndrumbea
Ndrumbea is an indigenous Austronesian language traditionally spoken by the Kanak people of New Caledonia in the South Pacific.
-
E.
Wanetsi
Wanetsi is a distinct and archaic variety of Pashto spoken by a small community in parts of Afghanistan and Pakistan.
- 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_69ad857eeaf48190b34ebfdaa7a264cf |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada43b0b3c8190a828c9cfcf730ed9 |
completed | March 8, 2026, 4:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20397cbdc8190abdd93b502f9577f |
completed | March 12, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_69b204a8c5348190a2cb102b08fd6fa5 |
completed | March 12, 2026, 12:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b205bdf5c881908bc6ef7c3c30df65 |
completed | March 12, 2026, 12:15 a.m. |
Created at: March 8, 2026, 3:04 p.m.