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.