Triple

T313025
Position Surface form Disambiguated ID Type / Status
Subject Oprah Winfrey E7645 entity
Predicate partner P1136 FINISHED
Object Stedman Graham
Stedman Graham is an American educator, author, businessman, and public speaker best known for his long-term relationship with media mogul Oprah Winfrey.
E96038 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: Stedman Graham | Statement: [Oprah Winfrey, partner, Stedman Graham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stedman Graham
Context triple: [Oprah Winfrey, partner, Stedman Graham]
  • A. Sidney Darlington
    Sidney Darlington was an American electrical engineer and inventor best known for his pioneering work in network theory and the invention of the Darlington transistor configuration.
  • B. Charles Moore
    Charles Moore was an influential American postmodern architect and educator known for his playful, human-centered public spaces and landmark designs such as the Piazza d'Italia and Sea Ranch.
  • C. S. R. Hadden
    S. R. Hadden is a wealthy, eccentric industrialist and visionary technologist who secretly funds and guides the search for extraterrestrial intelligence in Carl Sagan’s novel and film "Contact."
  • D. A. H. Johnson
    A. H. Johnson was one of the climbers credited with making the first recorded ascent of Mount Whitney, the highest peak in the contiguous United States.
  • E. Horace Newton Allen
    Horace Newton Allen was an American medical missionary and diplomat who played a key role in introducing Western medicine to Korea in the late 19th 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: Stedman Graham
Triple: [Oprah Winfrey, partner, Stedman Graham]
Generated description
Stedman Graham is an American educator, author, businessman, and public speaker best known for his long-term relationship with media mogul Oprah Winfrey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stedman Graham
Target entity description: Stedman Graham is an American educator, author, businessman, and public speaker best known for his long-term relationship with media mogul Oprah Winfrey.
  • A. Sidney Darlington
    Sidney Darlington was an American electrical engineer and inventor best known for his pioneering work in network theory and the invention of the Darlington transistor configuration.
  • B. Charles Moore
    Charles Moore was an influential American postmodern architect and educator known for his playful, human-centered public spaces and landmark designs such as the Piazza d'Italia and Sea Ranch.
  • C. S. R. Hadden
    S. R. Hadden is a wealthy, eccentric industrialist and visionary technologist who secretly funds and guides the search for extraterrestrial intelligence in Carl Sagan’s novel and film "Contact."
  • D. A. H. Johnson
    A. H. Johnson was one of the climbers credited with making the first recorded ascent of Mount Whitney, the highest peak in the contiguous United States.
  • E. Horace Newton Allen
    Horace Newton Allen was an American medical missionary and diplomat who played a key role in introducing Western medicine to Korea in the late 19th 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea4bd6a081909bdb57602c7093b4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d6061508190b6fd3c907107fc63 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78328882881908d25e2fec0909da6 completed March 4, 2026, 12:56 a.m.
NED2 Entity disambiguation (via description) batch_69a7839196fc819097800de8c360cef9 completed March 4, 2026, 12:57 a.m.
Created at: Feb. 28, 2026, 1:07 p.m.