Triple
T3004878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amanda Peet |
E81876
|
entity |
| Predicate | hasChild |
P369
|
FINISHED |
| Object |
Frances Pen Benioff
Frances Pen Benioff is the daughter of American actress Amanda Peet and television writer-producer David Benioff.
|
E318523
|
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: Frances Pen Benioff | Statement: [Amanda Peet, hasChild, Frances Pen Benioff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frances Pen Benioff Context triple: [Amanda Peet, hasChild, Frances Pen Benioff]
-
A.
Lynne Benioff
Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
-
B.
Victor Benioff
Victor Benioff was an American seismologist and physicist best known for his pioneering work on deep-focus earthquakes and the development of highly sensitive seismographs.
-
C.
Krista Vernoff
Krista Vernoff is an American television writer, producer, and showrunner best known for her leadership and creative work on the long-running medical drama Grey’s Anatomy.
-
D.
Paul Benioff
Paul Benioff is an American physicist known as a pioneer of quantum computing, having formulated one of the first theoretical models of a quantum mechanical Turing machine.
-
E.
Shonda Schilling
Shonda Schilling is an American author and health advocate known for her work on raising awareness about melanoma and Asperger’s syndrome, as well as for being married to former Major League Baseball pitcher Curt Schilling.
- 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: Frances Pen Benioff Triple: [Amanda Peet, hasChild, Frances Pen Benioff]
Generated description
Frances Pen Benioff is the daughter of American actress Amanda Peet and television writer-producer David Benioff.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frances Pen Benioff Target entity description: Frances Pen Benioff is the daughter of American actress Amanda Peet and television writer-producer David Benioff.
-
A.
Lynne Benioff
Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
-
B.
Victor Benioff
Victor Benioff was an American seismologist and physicist best known for his pioneering work on deep-focus earthquakes and the development of highly sensitive seismographs.
-
C.
Krista Vernoff
Krista Vernoff is an American television writer, producer, and showrunner best known for her leadership and creative work on the long-running medical drama Grey’s Anatomy.
-
D.
Paul Benioff
Paul Benioff is an American physicist known as a pioneer of quantum computing, having formulated one of the first theoretical models of a quantum mechanical Turing machine.
-
E.
Shonda Schilling
Shonda Schilling is an American author and health advocate known for her work on raising awareness about melanoma and Asperger’s syndrome, as well as for being married to former Major League Baseball pitcher Curt Schilling.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a15ad9c81908255003bdb38d603 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e56bbd881909680248acca30557 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12f07ec088190a63e30f8a1f7937a |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb6571388190970bae846bfc57a2 |
completed | March 11, 2026, 8:07 p.m. |
Created at: March 8, 2026, 2:59 p.m.