Triple

T6155746
Position Surface form Disambiguated ID Type / Status
Subject A Way Out of No Way E137315 entity
Predicate author P4 FINISHED
Object Andrew Young
Andrew Young is an American civil rights leader, politician, and diplomat who served as a close aide to Martin Luther King Jr., a U.S. congressman, U.N. ambassador, and mayor of Atlanta.
 E23152 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: Andrew Young | Statement: [A Way Out of No Way, author, Andrew Young]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Young
Context triple: [A Way Out of No Way, author, Andrew Young]
  • A. Andrew Young
    Andrew Young is an American civil rights leader, politician, and diplomat who was a close associate of Martin Luther King Jr., later serving as a U.S. congressman, U.N. ambassador, and mayor of Atlanta.
  • B. Mark Connally
    Mark Connally is the son of former Texas First Lady Nellie Connally and prominent Texas politician John Connally.
  • C. Wm. Rogers
    Wm. Rogers is a historic American silverware and silverplate brand originally associated with silversmith William Rogers and known for its widely collected flatware patterns.
  • D. John Farson
    John Farson was a prominent Oak Park, Illinois businessman and civic leader best known as the original owner and namesake of the architecturally significant Pleasant Home mansion.
  • E. John Tower
    John Tower was a prominent Republican U.S. Senator from Texas known for his influential roles in defense policy and intelligence oversight during the Cold War era.
  • 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: Andrew Young
Triple: [A Way Out of No Way, author, Andrew Young]
Generated description
Andrew Young is an American civil rights leader, politician, and diplomat who served as a close aide to Martin Luther King Jr., a U.S. congressman, U.N. ambassador, and mayor of Atlanta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Young
Target entity description: Andrew Young is an American civil rights leader, politician, and diplomat who served as a close aide to Martin Luther King Jr., a U.S. congressman, U.N. ambassador, and mayor of Atlanta.
  • A. Andrew Young chosen
    Andrew Young is an American civil rights leader, politician, and diplomat who was a close associate of Martin Luther King Jr., later serving as a U.S. congressman, U.N. ambassador, and mayor of Atlanta.
  • B. Mark Connally
    Mark Connally is the son of former Texas First Lady Nellie Connally and prominent Texas politician John Connally.
  • C. Wm. Rogers
    Wm. Rogers is a historic American silverware and silverplate brand originally associated with silversmith William Rogers and known for its widely collected flatware patterns.
  • D. John Farson
    John Farson was a prominent Oak Park, Illinois businessman and civic leader best known as the original owner and namesake of the architecturally significant Pleasant Home mansion.
  • E. John Tower
    John Tower was a prominent Republican U.S. Senator from Texas known for his influential roles in defense policy and intelligence oversight during the Cold War era.
  • 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_69c008a45d008190832a9e19f5d63406 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d0376408190a2233375f478377e completed March 22, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141867fac819093a3093aa8251eac completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c14794c3488190874b0a4d2c00514d completed March 23, 2026, 2 p.m.
NED2 Entity disambiguation (via description) batch_69c1480b10f08190891bfc8488bbaf16 completed March 23, 2026, 2:02 p.m.
Created at: March 22, 2026, 4:17 p.m.