Triple

T15251
Position Surface form Disambiguated ID Type / Status
Subject Barack Obama E304 entity
Predicate child P120 FINISHED
Object Malia Obama
Malia Obama is the elder daughter of former U.S. President Barack Obama, known for growing up in the public eye during his presidency and later pursuing studies and work in film and television.
 E4302 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: Malia Obama | Statement: [Barack Obama, child, Malia Obama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Malia Obama
Context triple: [Barack Obama, child, Malia Obama]
  • A. Michelle Obama
    Michelle Obama is an American lawyer, author, and former First Lady of the United States known for her advocacy on education, health, and military families.
  • B. Claudine Gay
    Claudine Gay is an American political scientist and academic leader who served as the 30th president of Harvard University and the first Black person to hold the position.
  • C. Ivana Trump
    Ivana Trump was a Czech-American businesswoman, former model, and socialite best known as the first wife of Donald Trump and a prominent figure in New York high society in the 1980s and 1990s.
  • D. Barack Obama
    Barack Obama is an American politician and attorney who served as the 44th president of the United States and the first African American to hold the office.
  • E. Kathleen Kennedy Cavendish
    Kathleen Kennedy Cavendish was an American socialite and member of the Kennedy political family who became the Marchioness of Hartington and died tragically in a 1948 plane crash.
  • 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: Malia Obama
Triple: [Barack Obama, child, Malia Obama]
Generated description
Malia Obama is the elder daughter of former U.S. President Barack Obama, known for growing up in the public eye during his presidency and later pursuing studies and work in film and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Malia Obama
Target entity description: Malia Obama is the elder daughter of former U.S. President Barack Obama, known for growing up in the public eye during his presidency and later pursuing studies and work in film and television.
  • A. Michelle Obama
    Michelle Obama is an American lawyer, author, and former First Lady of the United States known for her advocacy on education, health, and military families.
  • B. Claudine Gay
    Claudine Gay is an American political scientist and academic leader who served as the 30th president of Harvard University and the first Black person to hold the position.
  • C. Ivana Trump
    Ivana Trump was a Czech-American businesswoman, former model, and socialite best known as the first wife of Donald Trump and a prominent figure in New York high society in the 1980s and 1990s.
  • D. Barack Obama
    Barack Obama is an American politician and attorney who served as the 44th president of the United States and the first African American to hold the office.
  • E. Kathleen Kennedy Cavendish
    Kathleen Kennedy Cavendish was an American socialite and member of the Kennedy political family who became the Marchioness of Hartington and died tragically in a 1948 plane crash.
  • 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a2400257208190b3cd87ad2a06c18f completed Feb. 28, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2552c22f88190afcc8ed45c419844 completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a255fbd26c81909d070ba1c8345c38 completed Feb. 28, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69a256a0383c8190af394441647dab2c completed Feb. 28, 2026, 2:44 a.m.
Created at: Feb. 28, 2026, 1:02 a.m.