Triple

T7790241
Position Surface form Disambiguated ID Type / Status
Subject Inkatha Freedom Party E187357 entity
Predicate shortName P43 FINISHED
Object IFP
IFP is a South African political party founded by Mangosuthu Buthelezi, historically influential in KwaZulu-Natal and known for its Zulu nationalist roots.
 E693640 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: IFP | Statement: [Inkatha Freedom Party, shortName, IFP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IFP
Context triple: [Inkatha Freedom Party, shortName, IFP]
  • A. AIFP
    AIFP is a U.S. government initiative created during the 2008–2009 financial crisis to provide emergency financial support to struggling automotive manufacturers and related companies.
  • B. Ifs
    Ifs is a suburban commune in the Calvados department of northwestern France, located just south of the city of Caen.
  • C. FIF
    FIF is the abbreviation for the Fife Flyers, a professional ice hockey team based in Kirkcaldy, Scotland.
  • D. PIF
    PIF is Saudi Arabia’s sovereign wealth fund, one of the world’s largest state-owned investment funds, financing major domestic and international projects to diversify the kingdom’s economy.
  • E. PIF
    PIF is a regional intergovernmental organization that brings together Pacific island countries and territories to cooperate on political, economic, and security issues.
  • 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: IFP
Triple: [Inkatha Freedom Party, shortName, IFP]
Generated description
IFP is a South African political party founded by Mangosuthu Buthelezi, historically influential in KwaZulu-Natal and known for its Zulu nationalist roots.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IFP
Target entity description: IFP is a South African political party founded by Mangosuthu Buthelezi, historically influential in KwaZulu-Natal and known for its Zulu nationalist roots.
  • A. AIFP
    AIFP is a U.S. government initiative created during the 2008–2009 financial crisis to provide emergency financial support to struggling automotive manufacturers and related companies.
  • B. Ifs
    Ifs is a suburban commune in the Calvados department of northwestern France, located just south of the city of Caen.
  • C. FIF
    FIF is the abbreviation for the Fife Flyers, a professional ice hockey team based in Kirkcaldy, Scotland.
  • D. PIF
    PIF is a regional intergovernmental organization that brings together Pacific island countries and territories to cooperate on political, economic, and security issues.
  • E. PIF
    PIF is Saudi Arabia’s sovereign wealth fund, one of the world’s largest state-owned investment funds, financing major domestic and international projects to diversify the kingdom’s economy.
  • 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_69ca82af2d2c8190963861f5e0b8bf21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cae7ea13f08190a60c5f1863bce816 completed March 30, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf631988481908373498aaf1ea0e8 completed March 30, 2026, 10:16 p.m.
NEDg Description generation batch_69caf820b05481908b405048c077ca2e completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69cafa052d4481908b89f6001aa6ea01 completed March 30, 2026, 10:32 p.m.
Created at: March 30, 2026, 4:25 p.m.