Triple
T5913450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ron Chernow |
E131518
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Valerie Stearn
Valerie Stearn is the wife of acclaimed American biographer and historian Ron Chernow.
|
E630222
|
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: Valerie Stearn | Statement: [Ron Chernow, spouse, Valerie Stearn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valerie Stearn Context triple: [Ron Chernow, spouse, Valerie Stearn]
-
A.
Carol Stevens
Carol Stevens is best known as one of the former wives of American novelist and journalist Norman Mailer.
-
B.
Lynn Varley
Lynn Varley is an American comic book colorist best known for her influential, atmospheric coloring work on Frank Miller’s graphic novels, including "The Dark Knight Returns" and "300."
-
C.
Valerie Simpson
Valerie Simpson is an American singer, songwriter, and record producer best known as half of the Motown songwriting duo Ashford & Simpson, who created numerous soul and R&B classics.
-
D.
Gail Klintworth
Gail Klintworth is a business leader known for her senior roles in global consumer goods companies and her work advancing responsible, sustainable business practices.
-
E.
Maureen Blumhardt
Maureen Blumhardt is a former model and legal aide best known as the longtime wife of NBA Hall of Famer Charles Barkley.
- 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: Valerie Stearn Triple: [Ron Chernow, spouse, Valerie Stearn]
Generated description
Valerie Stearn is the wife of acclaimed American biographer and historian Ron Chernow.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valerie Stearn Target entity description: Valerie Stearn is the wife of acclaimed American biographer and historian Ron Chernow.
-
A.
Carol Stevens
Carol Stevens is best known as one of the former wives of American novelist and journalist Norman Mailer.
-
B.
Lynn Varley
Lynn Varley is an American comic book colorist best known for her influential, atmospheric coloring work on Frank Miller’s graphic novels, including "The Dark Knight Returns" and "300."
-
C.
Valerie Simpson
Valerie Simpson is an American singer, songwriter, and record producer best known as half of the Motown songwriting duo Ashford & Simpson, who created numerous soul and R&B classics.
-
D.
Gail Klintworth
Gail Klintworth is a business leader known for her senior roles in global consumer goods companies and her work advancing responsible, sustainable business practices.
-
E.
Maureen Blumhardt
Maureen Blumhardt is a former model and legal aide best known as the longtime wife of NBA Hall of Famer Charles Barkley.
- 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_69c008593a44819081a07ae0efe6c574 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c037b85c7481908bc9da9d38e02d2b |
completed | March 22, 2026, 6:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75800b55081909d6073f10ff16f08 |
completed | March 28, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c758cc67d88190a8f9325b757f9baa |
completed | March 28, 2026, 4:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75943b34481909c4fb40cc22bba3b |
completed | March 28, 2026, 4:29 a.m. |
Created at: March 22, 2026, 3:59 p.m.