Triple

T408667
Position Surface form Disambiguated ID Type / Status
Subject Ngozi Okonjo-Iweala E9437 entity
Predicate notableWork P4 FINISHED
Object Fighting Corruption Is Dangerous: The Story Behind the Headlines
Fighting Corruption Is Dangerous: The Story Behind the Headlines is a memoir by Nigerian economist and former finance minister Ngozi Okonjo-Iweala recounting her experiences and risks faced while leading anti-corruption efforts in Nigeria.
E51907 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: Fighting Corruption Is Dangerous: The Story Behind the Headlines | Statement: [Ngozi Okonjo-Iweala, notableWork, Fighting Corruption Is Dangerous: The Story Behind the Headlines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fighting Corruption Is Dangerous: The Story Behind the Headlines
Context triple: [Ngozi Okonjo-Iweala, notableWork, Fighting Corruption Is Dangerous: The Story Behind the Headlines]
  • A. The Fifth Estate
    The Fifth Estate is a 2013 biographical thriller film that dramatizes the rise of WikiLeaks and its controversial founder Julian Assange.
  • B. Pathologies of Power
    Pathologies of Power is a book by physician-anthropologist Paul Farmer that examines how social and economic inequalities drive human suffering and health disparities around the world.
  • C. The Myth of the Liberal Media
    The Myth of the Liberal Media is a critical work that challenges the notion of media objectivity in the United States, arguing that mainstream news outlets systematically reflect and reinforce corporate and elite interests.
  • D. Howard Reports
    Howard Reports is an early series of officially reported decisions of the United States Supreme Court, compiled by court reporter Benjamin C. Howard before the adoption of the United States Reports title.
  • E. Saturday Night Massacre
    The Saturday Night Massacre was the 1973 constitutional crisis during the Watergate scandal in which President Richard Nixon ordered the firing of special prosecutor Archibald Cox, prompting the resignations of top Justice Department officials.
  • 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: Fighting Corruption Is Dangerous: The Story Behind the Headlines
Triple: [Ngozi Okonjo-Iweala, notableWork, Fighting Corruption Is Dangerous: The Story Behind the Headlines]
Generated description
Fighting Corruption Is Dangerous: The Story Behind the Headlines is a memoir by Nigerian economist and former finance minister Ngozi Okonjo-Iweala recounting her experiences and risks faced while leading anti-corruption efforts in Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fighting Corruption Is Dangerous: The Story Behind the Headlines
Target entity description: Fighting Corruption Is Dangerous: The Story Behind the Headlines is a memoir by Nigerian economist and former finance minister Ngozi Okonjo-Iweala recounting her experiences and risks faced while leading anti-corruption efforts in Nigeria.
  • A. The Fifth Estate
    The Fifth Estate is a 2013 biographical thriller film that dramatizes the rise of WikiLeaks and its controversial founder Julian Assange.
  • B. Pathologies of Power
    Pathologies of Power is a book by physician-anthropologist Paul Farmer that examines how social and economic inequalities drive human suffering and health disparities around the world.
  • C. The Myth of the Liberal Media
    The Myth of the Liberal Media is a critical work that challenges the notion of media objectivity in the United States, arguing that mainstream news outlets systematically reflect and reinforce corporate and elite interests.
  • D. Howard Reports
    Howard Reports is an early series of officially reported decisions of the United States Supreme Court, compiled by court reporter Benjamin C. Howard before the adoption of the United States Reports title.
  • E. Saturday Night Massacre
    The Saturday Night Massacre was the 1973 constitutional crisis during the Watergate scandal in which President Richard Nixon ordered the firing of special prosecutor Archibald Cox, prompting the resignations of top Justice Department officials.
  • 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_69a2e80111fc8190961d5b7c6154123f completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ecbf0650819080753815ca280eec completed Feb. 28, 2026, 1:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a41777d794819099a07555ad2defe2 completed March 1, 2026, 10:39 a.m.
NEDg Description generation batch_69a418da55088190935babe9abae5ac4 completed March 1, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_69a4196334948190a1f6004b1a292550 completed March 1, 2026, 10:48 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.