Triple

T9904231
Position Surface form Disambiguated ID Type / Status
Subject Convention for a Democratic South Africa E182364 entity
Predicate shortName P43 FINISHED
Object CODESA
CODESA was a multi-party negotiating forum in the early 1990s that laid the groundwork for South Africa’s transition from apartheid to democratic rule.
 E827270 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: CODESA | Statement: [Convention for a Democratic South Africa, shortName, CODESA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CODESA
Context triple: [Convention for a Democratic South Africa, shortName, CODESA]
  • A. The Code
    The Code is a film featuring Australian actress Kate Beahan, known for her roles in both Australian cinema and international productions.
  • B. The Code
    "The Code" is a poem by Robert Frost featured in his collection *North of Boston*, reflecting his characteristic exploration of rural New England life and moral complexity.
  • C. CODASPY
    CODASPY is an academic conference focused on research in data and application security and privacy.
  • D. CODEPU
    CODEPU is a prominent Chilean human rights organization that played a key role in documenting and denouncing abuses committed during Augusto Pinochet’s military dictatorship.
  • E. Code for America
    Code for America is a nonprofit organization that partners with governments to improve public services through user-centered design, open-source technology, and civic tech innovation.
  • 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: CODESA
Triple: [Convention for a Democratic South Africa, shortName, CODESA]
Generated description
CODESA was a multi-party negotiating forum in the early 1990s that laid the groundwork for South Africa’s transition from apartheid to democratic rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CODESA
Target entity description: CODESA was a multi-party negotiating forum in the early 1990s that laid the groundwork for South Africa’s transition from apartheid to democratic rule.
  • A. The Code
    The Code is a film featuring Australian actress Kate Beahan, known for her roles in both Australian cinema and international productions.
  • B. The Code
    "The Code" is a poem by Robert Frost featured in his collection *North of Boston*, reflecting his characteristic exploration of rural New England life and moral complexity.
  • C. CODASPY
    CODASPY is an academic conference focused on research in data and application security and privacy.
  • D. CODEPU
    CODEPU is a prominent Chilean human rights organization that played a key role in documenting and denouncing abuses committed during Augusto Pinochet’s military dictatorship.
  • E. Code for America
    Code for America is a nonprofit organization that partners with governments to improve public services through user-centered design, open-source technology, and civic tech innovation.
  • 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_69ca82876f8081909cf75df0f99bb13f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4e4f92c81908e38509416f19c78 completed April 2, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb2c1d5c8190b6f1c43254487893 completed April 5, 2026, 4:55 a.m.
NEDg Description generation batch_69d1ebbd5b708190869e9b72ef872be4 completed April 5, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_69d1ec25192081908b384cefb5c325f1 completed April 5, 2026, 4:59 a.m.
Created at: March 30, 2026, 8:40 p.m.