Triple

T7845602
Position Surface form Disambiguated ID Type / Status
Subject South African general elections E181914 entity
Predicate primaryPoliticalParties P21588 FINISHED
Object Economic Freedom Fighters
The Economic Freedom Fighters is a South African leftist, pan-Africanist political party known for its radical economic policies, including calls for land expropriation without compensation and nationalization of key industries.
E698564 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: Economic Freedom Fighters | Statement: [South African general elections, primaryPoliticalParties, Economic Freedom Fighters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Economic Freedom Fighters
Context triple: [South African general elections, primaryPoliticalParties, Economic Freedom Fighters]
  • A. Azanian People’s Liberation Army
    The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
  • B. Karen National Liberation Army
    The Karen National Liberation Army is the military wing of a Karen ethnic nationalist movement in Myanmar, engaged in one of the world’s longest-running insurgencies against the central government.
  • C. National Coalition for Liberation
    The National Coalition for Liberation is a political organization that helped establish the United Liberation Movement for West Papua, a key umbrella group advocating for West Papuan self-determination.
  • D. Impuzamugambi militia
    The Impuzamugambi militia was an extremist Hutu paramilitary group in Rwanda that played a central role in organizing and carrying out mass killings of Tutsi and moderate Hutu during the 1994 genocide.
  • E. Onafhankelijkheidsfront
    Onafhankelijkheidsfront was a major Belgian resistance movement during World War II that coordinated underground activities against the German occupation.
  • 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: Economic Freedom Fighters
Triple: [South African general elections, primaryPoliticalParties, Economic Freedom Fighters]
Generated description
The Economic Freedom Fighters is a South African leftist, pan-Africanist political party known for its radical economic policies, including calls for land expropriation without compensation and nationalization of key industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Economic Freedom Fighters
Target entity description: The Economic Freedom Fighters is a South African leftist, pan-Africanist political party known for its radical economic policies, including calls for land expropriation without compensation and nationalization of key industries.
  • A. Azanian People’s Liberation Army
    The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
  • B. Karen National Liberation Army
    The Karen National Liberation Army is the military wing of a Karen ethnic nationalist movement in Myanmar, engaged in one of the world’s longest-running insurgencies against the central government.
  • C. National Coalition for Liberation
    The National Coalition for Liberation is a political organization that helped establish the United Liberation Movement for West Papua, a key umbrella group advocating for West Papuan self-determination.
  • D. Impuzamugambi militia
    The Impuzamugambi militia was an extremist Hutu paramilitary group in Rwanda that played a central role in organizing and carrying out mass killings of Tutsi and moderate Hutu during the 1994 genocide.
  • E. Onafhankelijkheidsfront
    Onafhankelijkheidsfront was a major Belgian resistance movement during World War II that coordinated underground activities against the German occupation.
  • 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb163d92fc8190a4efcb08d6b3d404 completed March 31, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5af27c9c8190a3e6062d323acff1 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5def38e88190864d84abd7959aa3 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb766e41fc8190a08f07d04774053a completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:49 p.m.