Triple
T4409280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lowry |
E94810
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Beverly Lowry
Beverly Lowry is an American author known for her novels and nonfiction works that often explore Southern life, crime, and complex female characters.
|
E438261
|
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: Beverly Lowry | Statement: [Lowry, hasNotableBearer, Beverly Lowry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beverly Lowry Context triple: [Lowry, hasNotableBearer, Beverly Lowry]
-
A.
Beverley Shaffer
Beverley Shaffer is a Canadian filmmaker best known for her work on socially conscious documentaries and short films, including the Oscar-winning short documentary "I'll Find a Way."
-
B.
Dorothy B. Hughes
Dorothy B. Hughes was an American crime and noir novelist and critic, best known for her psychologically complex suspense fiction that was frequently adapted for film.
-
C.
Francine Rivers
Francine Rivers is a bestselling American author known for her inspirational Christian fiction novels, particularly "Redeeming Love."
-
D.
Beverly Gage
Beverly Gage is an American historian and Yale professor known for her scholarship on 20th-century U.S. political history and her acclaimed biography of FBI director J. Edgar Hoover.
-
E.
Margaret Landon
Margaret Landon was an American writer best known for her 1944 novel "Anna and the King of Siam," which inspired the musical and film adaptations of "The King and I."
- 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: Beverly Lowry Triple: [Lowry, hasNotableBearer, Beverly Lowry]
Generated description
Beverly Lowry is an American author known for her novels and nonfiction works that often explore Southern life, crime, and complex female characters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beverly Lowry Target entity description: Beverly Lowry is an American author known for her novels and nonfiction works that often explore Southern life, crime, and complex female characters.
-
A.
Beverley Shaffer
Beverley Shaffer is a Canadian filmmaker best known for her work on socially conscious documentaries and short films, including the Oscar-winning short documentary "I'll Find a Way."
-
B.
Dorothy B. Hughes
Dorothy B. Hughes was an American crime and noir novelist and critic, best known for her psychologically complex suspense fiction that was frequently adapted for film.
-
C.
Francine Rivers
Francine Rivers is a bestselling American author known for her inspirational Christian fiction novels, particularly "Redeeming Love."
-
D.
Beverly Gage
Beverly Gage is an American historian and Yale professor known for her scholarship on 20th-century U.S. political history and her acclaimed biography of FBI director J. Edgar Hoover.
-
E.
Margaret Landon
Margaret Landon was an American writer best known for her 1944 novel "Anna and the King of Siam," which inspired the musical and film adaptations of "The King and I."
- 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_69b34539638c8190abfea3eb29425210 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3548e24d08190a38c0bcd4b6ad571 |
completed | March 13, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f60ea0808190a59418f7911d123d |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f9e8c7d08190b8a61ba1c4bf559a |
completed | March 15, 2026, 12:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5fa6495f881909a08b0e5b8b7decf |
completed | March 15, 2026, 12:16 a.m. |
Created at: March 12, 2026, 11:28 p.m.