Triple

T5383153
Position Surface form Disambiguated ID Type / Status
Subject Lay Bare the Heart E113138 entity
Predicate author P4 FINISHED
Object James Farmer
James Farmer was a prominent American civil rights leader and co-founder of the Congress of Racial Equality (CORE), known for his key role in organizing the Freedom Rides.
E20770 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 Farmer | Statement: [Lay Bare the Heart, author, James Farmer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Farmer
Context triple: [Lay Bare the Heart, author, James Farmer]
  • A. James Farmer
    James Farmer was a prominent American civil rights leader and co-founder of the Congress of Racial Equality (CORE), known for organizing the Freedom Rides to challenge segregation in the South.
  • B. Hosea Williams
    Hosea Williams was an American civil rights leader, close associate of Martin Luther King Jr., and prominent organizer of nonviolent protests during the Civil Rights Movement.
  • C. James Bevel
    James Bevel was a prominent American civil rights leader and strategist, closely associated with Martin Luther King Jr., who played key roles in major campaigns such as the Freedom Rides, the Selma voting rights movement, and anti-war activism.
  • D. Bob Moses
    Bob Moses was a prominent civil rights activist and organizer best known for his leadership in voter registration drives and grassroots education initiatives in the American South during the 1960s.
  • E. Bayard Rustin
    Bayard Rustin was an influential American civil rights strategist, pacifist, and organizer best known for his behind-the-scenes leadership in the movement, including orchestrating the 1963 March on Washington.
  • 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 Farmer
Triple: [Lay Bare the Heart, author, James Farmer]
Generated description
James Farmer was a prominent American civil rights leader and co-founder of the Congress of Racial Equality (CORE), known for his key role in organizing the Freedom Rides.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Farmer
Target entity description: James Farmer was a prominent American civil rights leader and co-founder of the Congress of Racial Equality (CORE), known for his key role in organizing the Freedom Rides.
  • A. James Farmer chosen
    James Farmer was a prominent American civil rights leader and co-founder of the Congress of Racial Equality (CORE), known for organizing the Freedom Rides to challenge segregation in the South.
  • B. Hosea Williams
    Hosea Williams was an American civil rights leader, close associate of Martin Luther King Jr., and prominent organizer of nonviolent protests during the Civil Rights Movement.
  • C. James Bevel
    James Bevel was a prominent American civil rights leader and strategist, closely associated with Martin Luther King Jr., who played key roles in major campaigns such as the Freedom Rides, the Selma voting rights movement, and anti-war activism.
  • D. Bob Moses
    Bob Moses was a prominent civil rights activist and organizer best known for his leadership in voter registration drives and grassroots education initiatives in the American South during the 1960s.
  • E. Bayard Rustin
    Bayard Rustin was an influential American civil rights strategist, pacifist, and organizer best known for his behind-the-scenes leadership in the movement, including orchestrating the 1963 March on Washington.
  • F. None of above.

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_69bd4436a1988190af18dcff7fd306b4 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd86f20f008190be7b5848af05f2b8 completed March 20, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf6c4cdec48190908b52a37b82c2d1 completed March 22, 2026, 4:13 a.m.
NEDg Description generation batch_69bf6d329cf08190bb2927602c6bb721 completed March 22, 2026, 4:16 a.m.
NED2 Entity disambiguation (via description) batch_69bf6d938dec81909895bcc6a4947d37 completed March 22, 2026, 4:18 a.m.
Created at: March 20, 2026, 2:03 p.m.