Triple

T4059601
Position Surface form Disambiguated ID Type / Status
Subject Southern Railway (U.S.) E84776 entity
Predicate keyPerson P256 FINISHED
Object W. Graham Claytor Jr.
W. Graham Claytor Jr. was an influential American railroad executive and later Amtrak president, known for revitalizing passenger rail service in the United States.
E410892 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: W. Graham Claytor Jr. | Statement: [Southern Railway (U.S.), keyPerson, W. Graham Claytor Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: W. Graham Claytor Jr.
Context triple: [Southern Railway (U.S.), keyPerson, W. Graham Claytor Jr.]
  • A. Joel Elias Spingarn
    Joel Elias Spingarn was an American educator, literary critic, and civil rights activist who played a key leadership role in the early NAACP.
  • B. Leonard Henderson
    Leonard Henderson was an influential North Carolina jurist and public figure after whom the city of Hendersonville was named.
  • C. Horace Grant Underwood
    Horace Grant Underwood was an American Presbyterian missionary and educator who played a key role in the introduction of modern education and Protestant Christianity to Korea in the late 19th and early 20th centuries.
  • D. Holton D. Robinson
    Holton D. Robinson was an American civil engineer noted for his work on major suspension bridges in the early 20th century.
  • E. Leroy S. Johnson
    Leroy S. Johnson was a prominent Mormon fundamentalist leader who guided the Fundamentalist Church of Jesus Christ of Latter-Day Saints through much of the mid-20th century.
  • 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: W. Graham Claytor Jr.
Triple: [Southern Railway (U.S.), keyPerson, W. Graham Claytor Jr.]
Generated description
W. Graham Claytor Jr. was an influential American railroad executive and later Amtrak president, known for revitalizing passenger rail service in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: W. Graham Claytor Jr.
Target entity description: W. Graham Claytor Jr. was an influential American railroad executive and later Amtrak president, known for revitalizing passenger rail service in the United States.
  • A. Joel Elias Spingarn
    Joel Elias Spingarn was an American educator, literary critic, and civil rights activist who played a key leadership role in the early NAACP.
  • B. Leonard Henderson
    Leonard Henderson was an influential North Carolina jurist and public figure after whom the city of Hendersonville was named.
  • C. Horace Grant Underwood
    Horace Grant Underwood was an American Presbyterian missionary and educator who played a key role in the introduction of modern education and Protestant Christianity to Korea in the late 19th and early 20th centuries.
  • D. Holton D. Robinson
    Holton D. Robinson was an American civil engineer noted for his work on major suspension bridges in the early 20th century.
  • E. Leroy S. Johnson
    Leroy S. Johnson was a prominent Mormon fundamentalist leader who guided the Fundamentalist Church of Jesus Christ of Latter-Day Saints through much of the mid-20th century.
  • 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefbd32c0c8190bc575974ccf831b3 completed March 9, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562a98c488190a7e77cd46ff998bc completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b5637cd5b881909a930ecb33eed991 completed March 14, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69b564603b4881909e80970aa21e3db4 completed March 14, 2026, 1:36 p.m.
Created at: March 9, 2026, 3:38 p.m.