Triple

T7231266
Position Surface form Disambiguated ID Type / Status
Subject Steve Beshear E154906 entity
Predicate spouse P13 FINISHED
Object Jane Beshear
Jane Beshear is an American educator and former First Lady of Kentucky, known for her advocacy on education and health issues during her husband Steve Beshear’s governorship.
E653320 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: Jane Beshear | Statement: [Steve Beshear, spouse, Jane Beshear]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jane Beshear
Context triple: [Steve Beshear, spouse, Jane Beshear]
  • A. Steve Beshear
    Steve Beshear is an American Democratic politician who served as the 61st governor of Kentucky from 2007 to 2015.
  • B. Paula Newsome
    Paula Newsome is an American actress known for her work in television and film, including prominent roles in series like "CSI: Vegas" and "Barry."
  • C. Bill McCreary
    Bill McCreary is a former National Hockey League referee renowned for his long and distinguished officiating career, including working numerous Stanley Cup Finals and international tournaments.
  • D. Anne McCrory
    Anne McCrory is the mother of the late British actress Helen McCrory, known for her acclaimed work in film, television, and theatre.
  • E. Winifred Hudnut
    Winifred Hudnut, better known as Natacha Rambova, was an American costume and set designer, film art director, and one-time wife of Rudolph Valentino who became a notable figure in early Hollywood and later a writer and Egyptologist.
  • 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: Jane Beshear
Triple: [Steve Beshear, spouse, Jane Beshear]
Generated description
Jane Beshear is an American educator and former First Lady of Kentucky, known for her advocacy on education and health issues during her husband Steve Beshear’s governorship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jane Beshear
Target entity description: Jane Beshear is an American educator and former First Lady of Kentucky, known for her advocacy on education and health issues during her husband Steve Beshear’s governorship.
  • A. Steve Beshear
    Steve Beshear is an American Democratic politician who served as the 61st governor of Kentucky from 2007 to 2015.
  • B. Paula Newsome
    Paula Newsome is an American actress known for her work in television and film, including prominent roles in series like "CSI: Vegas" and "Barry."
  • C. Bill McCreary
    Bill McCreary is a former National Hockey League referee renowned for his long and distinguished officiating career, including working numerous Stanley Cup Finals and international tournaments.
  • D. Anne McCrory
    Anne McCrory is the mother of the late British actress Helen McCrory, known for her acclaimed work in film, television, and theatre.
  • E. Winifred Hudnut
    Winifred Hudnut, better known as Natacha Rambova, was an American costume and set designer, film art director, and one-time wife of Rudolph Valentino who became a notable figure in early Hollywood and later a writer and Egyptologist.
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea0f09648190b285993556f704d5 completed March 27, 2026, 8:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db0c60148190b066e04f98b91dce completed March 28, 2026, 1:43 p.m.
NEDg Description generation batch_69c7dc3dd6f88190bf82d22b2cb506a4 completed March 28, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc951d88819098c6053ddd2e981b completed March 28, 2026, 1:50 p.m.
Created at: March 27, 2026, 2:54 p.m.