Triple

T13947432
Position Surface form Disambiguated ID Type / Status
Subject Crafton, Pennsylvania E335425 entity
Predicate namedFor P63 FINISHED
Object James S. Craft
James S. Craft was an early landowner and prominent local figure after whom the borough of Crafton, Pennsylvania, was named.
E1070606 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 S. Craft | Statement: [Crafton, Pennsylvania, namedFor, James S. Craft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James S. Craft
Context triple: [Crafton, Pennsylvania, namedFor, James S. Craft]
  • A. William R. Wilkerson
    William R. Wilkerson was an American entrepreneur and publisher best known for founding The Hollywood Reporter and initiating the development of the Flamingo Hotel and Casino in Las Vegas.
  • B. James A. Johnson
    James A. Johnson was the husband of pioneering NASA mathematician Katherine Johnson, supporting her career during the civil rights era and the space race.
  • C. Charles M. Allen
    Charles M. Allen was a United States federal judge who served on the bench in Kentucky prior to the tenure of Judge John G. Heyburn II.
  • D. James W. Johnson
    James W. Johnson is an American writer, civil rights activist, and key figure of the Harlem Renaissance best known for co-authoring the song "Lift Every Voice and Sing."
  • E. Charles S. Johnson
    Charles S. Johnson was an influential African American sociologist, editor, and civil rights leader whose work on race relations and urban Black life made him a key intellectual figure of the early 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: James S. Craft
Triple: [Crafton, Pennsylvania, namedFor, James S. Craft]
Generated description
James S. Craft was an early landowner and prominent local figure after whom the borough of Crafton, Pennsylvania, was named.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James S. Craft
Target entity description: James S. Craft was an early landowner and prominent local figure after whom the borough of Crafton, Pennsylvania, was named.
  • A. William R. Wilkerson
    William R. Wilkerson was an American entrepreneur and publisher best known for founding The Hollywood Reporter and initiating the development of the Flamingo Hotel and Casino in Las Vegas.
  • B. James A. Johnson
    James A. Johnson was the husband of pioneering NASA mathematician Katherine Johnson, supporting her career during the civil rights era and the space race.
  • C. Charles M. Allen
    Charles M. Allen was a United States federal judge who served on the bench in Kentucky prior to the tenure of Judge John G. Heyburn II.
  • D. James W. Johnson
    James W. Johnson is an American writer, civil rights activist, and key figure of the Harlem Renaissance best known for co-authoring the song "Lift Every Voice and Sing."
  • E. Charles S. Johnson
    Charles S. Johnson was an influential African American sociologist, editor, and civil rights leader whose work on race relations and urban Black life made him a key intellectual figure of the early 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_69d81c6081b88190b53e317c3370c8fe completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e12171c8190b95746bdd4845def completed April 14, 2026, 12:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce903c5c8190b72d83a5b842ad70 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f9fd5d4abc8190aa10d9f1c9f7f9c9 completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69fb14bfa2c081908381bb74f040c6c8 completed May 6, 2026, 10:15 a.m.
Created at: April 9, 2026, 10:17 p.m.