Triple

T10628214
Position Surface form Disambiguated ID Type / Status
Subject Fred Gurley E250379 entity
Predicate namedAfter P63 FINISHED
Object Fred G. Gurley
Fred G. Gurley was an American railroad executive who served as president and later chairman of the Atchison, Topeka and Santa Fe Railway in the mid-20th century.
E1020918 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: Fred G. Gurley | Statement: [Fred Gurley, namedAfter, Fred G. Gurley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred G. Gurley
Context triple: [Fred Gurley, namedAfter, Fred G. Gurley]
  • A. Charles B. Mulvehill
    Charles B. Mulvehill was a film producer best known for his work on the cult classic dark comedy "Harold and Maude."
  • B. Oscar E. Teagarden
    Oscar E. Teagarden was a judge who served on the United States Court of Customs and Patent Appeals, contributing to the development of U.S. customs and patent law.
  • C. Charles S. Hamlin
    Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
  • D. Albert D. Wheelon
    Albert D. Wheelon was an American physicist and intelligence official known for his pioneering role in developing U.S. satellite reconnaissance programs and later contributions to aerospace and national security policy.
  • E. Charles B. Reed
    Charles B. Reed was an American academic administrator who led the California State University system as its chancellor, overseeing one of the largest public university systems in the United States.
  • 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: Fred G. Gurley
Triple: [Fred Gurley, namedAfter, Fred G. Gurley]
Generated description
Fred G. Gurley was an American railroad executive who served as president and later chairman of the Atchison, Topeka and Santa Fe Railway in the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred G. Gurley
Target entity description: Fred G. Gurley was an American railroad executive who served as president and later chairman of the Atchison, Topeka and Santa Fe Railway in the mid-20th century.
  • A. Charles B. Mulvehill
    Charles B. Mulvehill was a film producer best known for his work on the cult classic dark comedy "Harold and Maude."
  • B. Oscar E. Teagarden
    Oscar E. Teagarden was a judge who served on the United States Court of Customs and Patent Appeals, contributing to the development of U.S. customs and patent law.
  • C. Charles S. Hamlin
    Charles S. Hamlin was an American lawyer and public official who became the first chairman of the Federal Reserve Board, helping to establish the early framework of U.S. central banking policy.
  • D. Albert D. Wheelon
    Albert D. Wheelon was an American physicist and intelligence official known for his pioneering role in developing U.S. satellite reconnaissance programs and later contributions to aerospace and national security policy.
  • E. Charles B. Reed
    Charles B. Reed was an American academic administrator who led the California State University system as its chancellor, overseeing one of the largest public university systems in the United States.
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df9228088190bdd57a95d8671618 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d5e2b0408190866bbe9a3a56928b completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6dae595908190b27980e48514cda5 completed May 3, 2026, 5:19 a.m.
NED2 Entity disambiguation (via description) batch_69f6db8f68a4819091d8e67d9c8eec81 completed May 3, 2026, 5:22 a.m.
Created at: April 8, 2026, 8:58 p.m.