Triple
T1847972
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oromo |
E41327
|
entity |
| Predicate | hasStandardForm |
P103
|
FINISHED |
| Object |
Qubee orthography
Qubee orthography is the Latin-based writing system used for the Oromo language, standardized in the early 1990s.
|
E206177
|
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: Qubee orthography | Statement: [Oromo, hasStandardForm, Qubee orthography]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qubee orthography Context triple: [Oromo, hasStandardForm, Qubee orthography]
-
A.
Mistralian orthography
Mistralian orthography is a spelling system for the Occitan language, devised by poet Frédéric Mistral and characterized by its French-influenced conventions.
-
B.
Cassidy-JLU writing system
The Cassidy-JLU writing system is a standardized orthography developed for accurately representing the sounds and grammar of Jamaican Patois in written form.
-
C.
Kwéyòl
Kwéyòl is a French-based Creole language spoken primarily in the Lesser Antilles, notably in Saint Lucia and Dominica.
-
D.
Hakka Romanization System
The Hakka Romanization System is a standardized method of writing the Hakka Chinese language using the Latin alphabet to represent its sounds and tones.
-
E.
Bzyb dialect
The Bzyb dialect is a regional variety of the Abkhaz language traditionally spoken in the Bzyb River area of Abkhazia.
- 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: Qubee orthography Triple: [Oromo, hasStandardForm, Qubee orthography]
Generated description
Qubee orthography is the Latin-based writing system used for the Oromo language, standardized in the early 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qubee orthography Target entity description: Qubee orthography is the Latin-based writing system used for the Oromo language, standardized in the early 1990s.
-
A.
Mistralian orthography
Mistralian orthography is a spelling system for the Occitan language, devised by poet Frédéric Mistral and characterized by its French-influenced conventions.
-
B.
Cassidy-JLU writing system
The Cassidy-JLU writing system is a standardized orthography developed for accurately representing the sounds and grammar of Jamaican Patois in written form.
-
C.
Kwéyòl
Kwéyòl is a French-based Creole language spoken primarily in the Lesser Antilles, notably in Saint Lucia and Dominica.
-
D.
Hakka Romanization System
The Hakka Romanization System is a standardized method of writing the Hakka Chinese language using the Latin alphabet to represent its sounds and tones.
-
E.
Bzyb dialect
The Bzyb dialect is a regional variety of the Abkhaz language traditionally spoken in the Bzyb River area of Abkhazia.
- 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_69a88648cd44819093303206d96d76ad |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb05412a08190855ea453d1264ea3 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9c2e0a081909f521e6f73956239 |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcaf1917c819090eac27de62494ca |
completed | March 8, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adcbba64588190aa0ebd2b6f67afa7 |
completed | March 8, 2026, 7:19 p.m. |
Created at: March 4, 2026, 7:33 p.m.