Triple

T1904890
Position Surface form Disambiguated ID Type / Status
Subject Ellen Johnson Sirleaf E37777 entity
Predicate spouse P13 FINISHED
Object James Sirleaf
James Sirleaf was the husband of Ellen Johnson Sirleaf, the former president of Liberia and Africa’s first elected female head of state.
 E215230 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: James Sirleaf | Statement: [Ellen Johnson Sirleaf, spouse, James Sirleaf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Sirleaf
Context triple: [Ellen Johnson Sirleaf, spouse, James Sirleaf]
  • A. Patrice Talon
    Patrice Talon is a Beninese businessman and politician who has served as the President of Benin since 2016.
  • B. Samuel Doe
    Samuel Doe was a Liberian military officer-turned-president whose authoritarian rule and eventual overthrow played a central role in triggering the First Liberian Civil War.
  • C. Abraham Attah
    Abraham Attah is a Ghanaian actor best known for his acclaimed breakout performance as a child soldier in the film "Beasts of No Nation."
  • D. Mo Ibrahim
    Mo Ibrahim is a Sudanese-British billionaire businessman and philanthropist best known for founding the Mo Ibrahim Foundation and promoting good governance and leadership in Africa.
  • E. Moussa Mostafa Moussa
    Moussa Mostafa Moussa is an Egyptian politician and party leader who ran as the main challenger to Abdel Fattah el-Sisi in the 2018 presidential election.
  • 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: James Sirleaf
Triple: [Ellen Johnson Sirleaf, spouse, James Sirleaf]
Generated description
James Sirleaf was the husband of Ellen Johnson Sirleaf, the former president of Liberia and Africa’s first elected female head of state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Sirleaf
Target entity description: James Sirleaf was the husband of Ellen Johnson Sirleaf, the former president of Liberia and Africa’s first elected female head of state.
  • A. Patrice Talon
    Patrice Talon is a Beninese businessman and politician who has served as the President of Benin since 2016.
  • B. Samuel Doe
    Samuel Doe was a Liberian military officer-turned-president whose authoritarian rule and eventual overthrow played a central role in triggering the First Liberian Civil War.
  • C. Abraham Attah
    Abraham Attah is a Ghanaian actor best known for his acclaimed breakout performance as a child soldier in the film "Beasts of No Nation."
  • D. Mo Ibrahim
    Mo Ibrahim is a Sudanese-British billionaire businessman and philanthropist best known for founding the Mo Ibrahim Foundation and promoting good governance and leadership in Africa.
  • E. Moussa Mostafa Moussa
    Moussa Mostafa Moussa is an Egyptian politician and party leader who ran as the main challenger to Abdel Fattah el-Sisi in the 2018 presidential election.
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb191b710819091a5b767550fcf61 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3d2b4848190aef80d6b42b3b64a completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf48412b08190b6ad0f3abf42a081 completed March 8, 2026, 10:13 p.m.
NED2 Entity disambiguation (via description) batch_69adf4f7c908819089ccdc881af10da9 completed March 8, 2026, 10:15 p.m.
Created at: March 4, 2026, 7:35 p.m.