Triple

T7959584
Position Surface form Disambiguated ID Type / Status
Subject Democratic Party (South Africa) E184826 entity
Predicate notableLeader P304 FINISHED
Object Zach de Beer
Zach de Beer was a South African liberal politician, businessman, and anti-apartheid activist who led several opposition parties and later served as a diplomat.
 E724914 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: Zach de Beer | Statement: [Democratic Party (South Africa), notableLeader, Zach de Beer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zach de Beer
Context triple: [Democratic Party (South Africa), notableLeader, Zach de Beer]
  • A. Zach Hanson
    Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
  • B. Zach Mills
    Zach Mills is an American actor best known for his role in the science fiction film "Super 8" and other family-oriented movies and television projects.
  • C. Zach Roerig
    Zach Roerig is an American actor best known for playing Matt Donovan on the supernatural drama television series "The Vampire Diaries."
  • D. Zach Gill
    Zach Gill is an American multi-instrumentalist, singer-songwriter, and longtime collaborator of Jack Johnson, known for his work with the band ALO and his mellow, folk-influenced solo music.
  • E. Zach Filkins
    Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
  • 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: Zach de Beer
Triple: [Democratic Party (South Africa), notableLeader, Zach de Beer]
Generated description
Zach de Beer was a South African liberal politician, businessman, and anti-apartheid activist who led several opposition parties and later served as a diplomat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zach de Beer
Target entity description: Zach de Beer was a South African liberal politician, businessman, and anti-apartheid activist who led several opposition parties and later served as a diplomat.
  • A. Zach Hanson
    Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
  • B. Zach Mills
    Zach Mills is an American actor best known for his role in the science fiction film "Super 8" and other family-oriented movies and television projects.
  • C. Zach Roerig
    Zach Roerig is an American actor best known for playing Matt Donovan on the supernatural drama television series "The Vampire Diaries."
  • D. Zach Gill
    Zach Gill is an American multi-instrumentalist, singer-songwriter, and longtime collaborator of Jack Johnson, known for his work with the band ALO and his mellow, folk-influenced solo music.
  • E. Zach Filkins
    Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b8136448190890f007fb4fb7625 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd943f5aec8190a42d3932ef7c54fd completed April 1, 2026, 9:55 p.m.
NEDg Description generation batch_69cda62070888190b55b3f54d29e28e7 completed April 1, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69cdb21a65d88190a19dd41f95d173c8 completed April 2, 2026, 12:02 a.m.
Created at: March 30, 2026, 5:12 p.m.