Triple
T8021762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Congress of South African Trade Unions |
E186755
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
COSATU
COSATU is South Africa’s largest trade union federation, known for its influential role in the country’s labor movement and its historic alliance with the African National Congress.
|
E707732
|
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: COSATU | Statement: [Congress of South African Trade Unions, abbreviation, COSATU]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: COSATU Context triple: [Congress of South African Trade Unions, abbreviation, COSATU]
-
A.
Central Unitaria de Trabajadores (CUT)
Central Unitaria de Trabajadores (CUT) is Chile’s main national trade union federation, historically prominent in organizing labor and political resistance and representing workers’ interests at the national level.
-
B.
South African Congress of Trade Unions
The South African Congress of Trade Unions was a major anti-apartheid trade union federation that played a key role in organizing workers and supporting the broader liberation struggle in South Africa.
-
C.
UNSA
UNSA is the commonly used acronym for the University of Sarajevo, the largest and oldest public university in Bosnia and Herzegovina.
-
D.
UNSA
UNSA is a major public university in Arequipa, Peru, known for its broad range of academic programs and significant regional influence in education and research.
-
E.
AFL–CIO
The AFL–CIO is the largest federation of labor unions in the United States, formed by the merger of major labor organizations and representing millions of workers across diverse industries.
- 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: COSATU Triple: [Congress of South African Trade Unions, abbreviation, COSATU]
Generated description
COSATU is South Africa’s largest trade union federation, known for its influential role in the country’s labor movement and its historic alliance with the African National Congress.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: COSATU Target entity description: COSATU is South Africa’s largest trade union federation, known for its influential role in the country’s labor movement and its historic alliance with the African National Congress.
-
A.
Central Unitaria de Trabajadores (CUT)
Central Unitaria de Trabajadores (CUT) is Chile’s main national trade union federation, historically prominent in organizing labor and political resistance and representing workers’ interests at the national level.
-
B.
South African Congress of Trade Unions
The South African Congress of Trade Unions was a major anti-apartheid trade union federation that played a key role in organizing workers and supporting the broader liberation struggle in South Africa.
-
C.
UNSA
UNSA is the commonly used acronym for the University of Sarajevo, the largest and oldest public university in Bosnia and Herzegovina.
-
D.
UNSA
UNSA is a major public university in Arequipa, Peru, known for its broad range of academic programs and significant regional influence in education and research.
-
E.
AFL–CIO
The AFL–CIO is the largest federation of labor unions in the United States, formed by the merger of major labor organizations and representing millions of workers across diverse industries.
- 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_69ca82ac7fc081909b1398cf025423af |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3e8eab9c81908098e6b17957316c |
completed | March 31, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56cdce588190abba45c24dc7a5e7 |
completed | March 31, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_69cc58a9e94081908980e2c60be38642 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cbaefb481909eb325f0d27675c0 |
completed | March 31, 2026, 11:46 p.m. |
Created at: March 30, 2026, 5:20 p.m.