Triple
T516834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngäbere |
E10726
|
entity |
| Predicate | hasAlternativeTransliteration |
P5923
|
FINISHED |
| Object |
Ngobe
Ngobe is an alternative transliteration of Ngäbere, the language of the Ngäbe (Guaymí) Indigenous people of Panama and Costa Rica.
|
E64968
|
NE FINISHED |
How this triple was built (5 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 | Statement: [Ngäbere, hasAlternativeTransliteration, Ngobe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngobe Context triple: [Ngäbere, hasAlternativeTransliteration, Ngobe]
-
A.
Bamar
The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
-
B.
Lozi
Lozi is a Bantu language spoken primarily by the Lozi people in western Zambia and surrounding regions of southern Africa.
-
C.
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.
-
D.
Khoikhoi
The Khoikhoi are an indigenous pastoralist people of southwestern Africa, historically known for their cattle-herding societies and early encounters with European colonists in what is now South Africa and Namibia.
-
E.
Mandinka
Mandinka is a major Mande language spoken primarily in The Gambia, Senegal, Guinea-Bissau, and neighboring West African countries by the Mandinka people.
- 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 Triple: [Ngäbere, hasAlternativeTransliteration, Ngobe]
Generated description
Ngobe is an alternative transliteration of Ngäbere, the language of the Ngäbe (Guaymí) Indigenous people of Panama and Costa Rica.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngobe Target entity description: Ngobe is an alternative transliteration of Ngäbere, the language of the Ngäbe (Guaymí) Indigenous people of Panama and Costa Rica.
-
A.
Bamar
The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
-
B.
Lozi
Lozi is a Bantu language spoken primarily by the Lozi people in western Zambia and surrounding regions of southern Africa.
-
C.
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.
-
D.
Khoikhoi
The Khoikhoi are an indigenous pastoralist people of southwestern Africa, historically known for their cattle-herding societies and early encounters with European colonists in what is now South Africa and Namibia.
-
E.
Mandinka
Mandinka is a major Mande language spoken primarily in The Gambia, Senegal, Guinea-Bissau, and neighboring West African countries by the Mandinka people.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAlternativeTransliteration Context triple: [Ngäbere, hasAlternativeTransliteration, Ngobe]
-
A.
alternativeTransliteration
chosen
Indicates that one written form represents an alternative way of transliterating the same original text or name into another script or orthography.
-
B.
hasRomanizationOf
Indicates that one entity is a romanized representation (written in the Latin alphabet) of the other entity’s original script form.
-
C.
hasContextualLetterForms
Indicates that the written form of a letter changes shape depending on its surrounding characters or position within a word.
-
D.
hasTranslation
Indicates that one entity is a translation or translated version of another entity in a different language.
-
E.
hasPronunciationDifferenceFrom
Indicates that two linguistic items differ in how they are pronounced.
- F. None of above.
Provenance (6 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f184c3a481909bf60bb627b0ea88 |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a6fd69148190abfd945bc5434cf2 |
completed | March 1, 2026, 8:52 p.m. |
| NEDg | Description generation | batch_69a4a884de0c8190b2243403f6bc870b |
completed | March 1, 2026, 8:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a925f60c8190aa5b13380a712974 |
completed | March 1, 2026, 9:01 p.m. |
| PD | Predicate disambiguation | batch_69a2f0151e8c81909a82b58ac0515eba |
completed | Feb. 28, 2026, 1:39 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.