Triple

T1136557
Position Surface form Disambiguated ID Type / Status
Subject Andrew Young E23152 entity
Predicate authorOf P4244 FINISHED
Object A Way Out of No Way
A Way Out of No Way is a memoir by civil rights leader and former U.S. ambassador Andrew Young, recounting his life and work in the struggle for racial justice and public service.
E137315 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: A Way Out of No Way | Statement: [Andrew Young, authorOf, A Way Out of No Way]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Way Out of No Way
Context triple: [Andrew Young, authorOf, A Way Out of No Way]
  • A. No Way Out
    No Way Out is the 1997 debut studio album by Sean "P. Diddy" Combs, a landmark release in late-1990s hip hop known for its commercial success and multiple hit singles.
  • B. If There Was a Way
    If There Was a Way is a 1990 country music album by Dwight Yoakam that blends traditional honky-tonk with contemporary influences and is often praised as one of his strongest releases.
  • C. No Way to Stop It
    "No Way to Stop It" is a song from the Rodgers and Hammerstein musical "The Sound of Music," known for its cynical, conversational take on political inevitability.
  • D. Get Out of Your Own Way
    "Get Out of Your Own Way" is a song by the Irish rock band U2 from their 2017 album *Songs of Experience*, noted for its anthemic sound and politically charged lyrics.
  • E. Look No Further
    Look No Further is a lesser-known musical work composed by the renowned American songwriter Richard Rodgers.
  • 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: A Way Out of No Way
Triple: [Andrew Young, authorOf, A Way Out of No Way]
Generated description
A Way Out of No Way is a memoir by civil rights leader and former U.S. ambassador Andrew Young, recounting his life and work in the struggle for racial justice and public service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Way Out of No Way
Target entity description: A Way Out of No Way is a memoir by civil rights leader and former U.S. ambassador Andrew Young, recounting his life and work in the struggle for racial justice and public service.
  • A. No Way Out
    No Way Out is the 1997 debut studio album by Sean "P. Diddy" Combs, a landmark release in late-1990s hip hop known for its commercial success and multiple hit singles.
  • B. If There Was a Way
    If There Was a Way is a 1990 country music album by Dwight Yoakam that blends traditional honky-tonk with contemporary influences and is often praised as one of his strongest releases.
  • C. No Way to Stop It
    "No Way to Stop It" is a song from the Rodgers and Hammerstein musical "The Sound of Music," known for its cynical, conversational take on political inevitability.
  • D. Get Out of Your Own Way
    "Get Out of Your Own Way" is a song by the Irish rock band U2 from their 2017 album *Songs of Experience*, noted for its anthemic sound and politically charged lyrics.
  • E. Look No Further
    Look No Further is a lesser-known musical work composed by the renowned American songwriter Richard Rodgers.
  • 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_69a493ec75988190b63a11bafaec29b4 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc2450c481909b9264e170070326 completed March 1, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac76405074819089f001916748b466 completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac7864c59c8190bc2fa1ac8ce633db completed March 7, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69ac7c57dfe4819081903c188084993b completed March 7, 2026, 7:28 p.m.
Created at: March 1, 2026, 7:44 p.m.