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.