Triple

T3342975
Position Surface form Disambiguated ID Type / Status
Subject Thomas Lionel Hodgkin E70300 entity
Predicate notableWork P4 FINISHED
Object African Political Parties
African Political Parties is a seminal scholarly study by historian Thomas Lionel Hodgkin that analyzes the development, structure, and role of political parties in Africa during the era of decolonization.
E348148 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: African Political Parties | Statement: [Thomas Lionel Hodgkin, notableWork, African Political Parties]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Political Parties
Context triple: [Thomas Lionel Hodgkin, notableWork, African Political Parties]
  • A. Pan Africanist Congress
    The Pan Africanist Congress is a South African political organization founded in 1959 that broke away from the African National Congress, advocating African nationalism and playing a significant role in the anti-apartheid struggle.
  • B. All-African People’s Revolutionary Party
    The All-African People’s Revolutionary Party is a pan-African socialist political organization dedicated to the liberation and unification of African people worldwide.
  • C. Congress of African People
    The Congress of African People was a prominent Black nationalist and cultural organization in the United States that emerged from the Black Power movement and worked to advance Black political, cultural, and community empowerment in the late 1960s and 1970s.
  • D. African National Congress
    The African National Congress is South Africa’s dominant political party and former liberation movement that led the struggle against apartheid and has governed the country since the end of white minority rule in 1994.
  • E. South African Congress of Democrats
    The South African Congress of Democrats was a multiracial, white-led anti-apartheid political organization allied with the African National Congress and active in resistance campaigns during the 1950s and early 1960s.
  • 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: African Political Parties
Triple: [Thomas Lionel Hodgkin, notableWork, African Political Parties]
Generated description
African Political Parties is a seminal scholarly study by historian Thomas Lionel Hodgkin that analyzes the development, structure, and role of political parties in Africa during the era of decolonization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African Political Parties
Target entity description: African Political Parties is a seminal scholarly study by historian Thomas Lionel Hodgkin that analyzes the development, structure, and role of political parties in Africa during the era of decolonization.
  • A. Pan Africanist Congress
    The Pan Africanist Congress is a South African political organization founded in 1959 that broke away from the African National Congress, advocating African nationalism and playing a significant role in the anti-apartheid struggle.
  • B. All-African People’s Revolutionary Party
    The All-African People’s Revolutionary Party is a pan-African socialist political organization dedicated to the liberation and unification of African people worldwide.
  • C. Congress of African People
    The Congress of African People was a prominent Black nationalist and cultural organization in the United States that emerged from the Black Power movement and worked to advance Black political, cultural, and community empowerment in the late 1960s and 1970s.
  • D. African National Congress
    The African National Congress is South Africa’s dominant political party and former liberation movement that led the struggle against apartheid and has governed the country since the end of white minority rule in 1994.
  • E. South African Congress of Democrats
    The South African Congress of Democrats was a multiracial, white-led anti-apartheid political organization allied with the African National Congress and active in resistance campaigns during the 1950s and early 1960s.
  • 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1f06f8c8190a6b7c56ac3f5ff07 completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a9627c48190bf8bce4e2e6de418 completed March 12, 2026, 7:57 p.m.
NEDg Description generation batch_69b31c3b6c1c8190bc207b9809fa3eed completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31c912d888190a48c71f5210c1037 completed March 12, 2026, 8:05 p.m.
Created at: March 8, 2026, 3:12 p.m.