Triple

T291718
Position Surface form Disambiguated ID Type / Status
Subject Liberia E6007 entity
Predicate firstFemalePresident P4487 FINISHED
Object Ellen Johnson Sirleaf
Ellen Johnson Sirleaf is a Liberian politician and Nobel Peace Prize laureate renowned for her leadership in post-civil war reconstruction and democratic governance.
E37777 NE FINISHED

How this triple was built (5 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: Ellen Johnson Sirleaf | Statement: [Liberia, firstFemalePresident, Ellen Johnson Sirleaf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ellen Johnson Sirleaf
Context triple: [Liberia, firstFemalePresident, Ellen Johnson Sirleaf]
  • A. Ngozi Okonjo-Iweala
    Ngozi Okonjo-Iweala is a Nigerian-American economist and global development expert who became the first woman and first African to lead the World Trade Organization.
  • B. Olara Otunnu
    Olara Otunnu is a Ugandan diplomat, lawyer, and human rights advocate known for his work on behalf of war-affected children and his leadership roles at the United Nations.
  • C. Kofi Annan
    Kofi Annan was a Ghanaian diplomat who served as Secretary-General of the United Nations from 1997 to 2006 and was a co-recipient of the 2001 Nobel Peace Prize.
  • D. Ashraf Ghani
    Ashraf Ghani is an Afghan academic and politician who served as President of Afghanistan from 2014 until the Taliban takeover in 2021.
  • E. Precious Moloi-Motsepe
    Precious Moloi-Motsepe is a South African physician and fashion entrepreneur best known for founding African Fashion International and her philanthropic work in education and women's empowerment.
  • 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: Ellen Johnson Sirleaf
Triple: [Liberia, firstFemalePresident, Ellen Johnson Sirleaf]
Generated description
Ellen Johnson Sirleaf is a Liberian politician and Nobel Peace Prize laureate renowned for her leadership in post-civil war reconstruction and democratic governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ellen Johnson Sirleaf
Target entity description: Ellen Johnson Sirleaf is a Liberian politician and Nobel Peace Prize laureate renowned for her leadership in post-civil war reconstruction and democratic governance.
  • A. Ngozi Okonjo-Iweala
    Ngozi Okonjo-Iweala is a Nigerian-American economist and global development expert who became the first woman and first African to lead the World Trade Organization.
  • B. Olara Otunnu
    Olara Otunnu is a Ugandan diplomat, lawyer, and human rights advocate known for his work on behalf of war-affected children and his leadership roles at the United Nations.
  • C. Kofi Annan
    Kofi Annan was a Ghanaian diplomat who served as Secretary-General of the United Nations from 1997 to 2006 and was a co-recipient of the 2001 Nobel Peace Prize.
  • D. Ashraf Ghani
    Ashraf Ghani is an Afghan academic and politician who served as President of Afghanistan from 2014 until the Taliban takeover in 2021.
  • E. Precious Moloi-Motsepe
    Precious Moloi-Motsepe is a South African physician and fashion entrepreneur best known for founding African Fashion International and her philanthropic work in education and women's empowerment.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: firstFemalePresident
Context triple: [Liberia, firstFemalePresident, Ellen Johnson Sirleaf]
  • A. isFirstFemaleHolderOfOffice chosen
    Indicates that a person is the first woman ever to hold a particular office or position.
  • B. presidentElect
    Indicates that one entity has been elected to be president of another entity (such as a country or organization) but has not yet assumed the office.
  • C. firstBlackPresident
    Indicates that the subject is the first Black person to hold the office of president of the specified entity.
  • D. signatureProjectAsFirstLady
    Indicates that the person’s primary or most notable initiative or cause during their tenure as First Lady is this particular project.
  • E. inauguratedBy
    Indicates that an official event, institution, or position was formally opened, initiated, or brought into operation by a specific person or authority.
  • F. None of above.

Provenance (6 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_69a2e79114b081909490b3bf5a5dbb51 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea0dd1dc8190aecd5afdeb2fd74b completed Feb. 28, 2026, 1:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3a33be60481908016ef90c44498a7 completed March 1, 2026, 2:23 a.m.
NEDg Description generation batch_69a3a4068610819086b8a58a0a9198b7 completed March 1, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69a3a49050ec8190b81afc1407187e3f completed March 1, 2026, 2:29 a.m.
PD Predicate disambiguation batch_69a2e934b4408190b53a17f57a02df65 completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:06 p.m.