Triple

T4338353
Position Surface form Disambiguated ID Type / Status
Subject Ruben Studdard E97517 entity
Predicate hasDiscographyItem P1995 FINISHED
Object Letters from Birmingham
"Letters from Birmingham" is an R&B studio album by American singer and "American Idol" winner Ruben Studdard, showcasing his soulful vocals and contemporary love-themed songs.
E431365 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: Letters from Birmingham | Statement: [Ruben Studdard, hasDiscographyItem, Letters from Birmingham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Letters from Birmingham
Context triple: [Ruben Studdard, hasDiscographyItem, Letters from Birmingham]
  • A. Letter from Birmingham Jail
    Letter from Birmingham Jail is a landmark 1963 open letter by Martin Luther King Jr. defending nonviolent civil disobedience against racial injustice and articulating the moral urgency of the civil rights movement.
  • B. Why We Can’t Wait
    "Why We Can’t Wait" is a 1964 book by Martin Luther King Jr. that analyzes the civil rights struggles of 1963, including the Birmingham campaign, and argues for the urgency of nonviolent direct action against racial segregation.
  • C. The Fire Next Time
    The Fire Next Time is a seminal 1963 non-fiction book by James Baldwin that powerfully examines race, religion, and the Black experience in America through two extended essays.
  • D. Letters from Prison
    Letters from Prison is a collection of Antonio Gramsci’s correspondence written during his incarceration under Mussolini, offering profound reflections on politics, culture, and philosophy.
  • E. Voices of Freedom
    Voices of Freedom is a collection of antislavery poems by John Greenleaf Whittier that powerfully advocated for the abolitionist cause in 19th-century America.
  • 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: Letters from Birmingham
Triple: [Ruben Studdard, hasDiscographyItem, Letters from Birmingham]
Generated description
"Letters from Birmingham" is an R&B studio album by American singer and "American Idol" winner Ruben Studdard, showcasing his soulful vocals and contemporary love-themed songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Letters from Birmingham
Target entity description: "Letters from Birmingham" is an R&B studio album by American singer and "American Idol" winner Ruben Studdard, showcasing his soulful vocals and contemporary love-themed songs.
  • A. Letter from Birmingham Jail
    Letter from Birmingham Jail is a landmark 1963 open letter by Martin Luther King Jr. defending nonviolent civil disobedience against racial injustice and articulating the moral urgency of the civil rights movement.
  • B. Why We Can’t Wait
    "Why We Can’t Wait" is a 1964 book by Martin Luther King Jr. that analyzes the civil rights struggles of 1963, including the Birmingham campaign, and argues for the urgency of nonviolent direct action against racial segregation.
  • C. The Fire Next Time
    The Fire Next Time is a seminal 1963 non-fiction book by James Baldwin that powerfully examines race, religion, and the Black experience in America through two extended essays.
  • D. Letters from Prison
    Letters from Prison is a collection of Antonio Gramsci’s correspondence written during his incarceration under Mussolini, offering profound reflections on politics, culture, and philosophy.
  • E. Voices of Freedom
    Voices of Freedom is a collection of antislavery poems by John Greenleaf Whittier that powerfully advocated for the abolitionist cause in 19th-century America.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3516dffb48190878f81ffe71a5e82 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0af82888190bed294bdec942f4a completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d29d8a4881908f1612dddc8e878c completed March 14, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5d336850081908f411db1023e3598 completed March 14, 2026, 9:29 p.m.
Created at: March 12, 2026, 11:14 p.m.