Triple
T3430489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William Broyles Jr. |
E72323
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Andrea Berndt
Andrea Berndt is known as the wife of American screenwriter and producer William Broyles Jr.
|
E378208
|
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: Andrea Berndt | Statement: [William Broyles Jr., spouse, Andrea Berndt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrea Berndt Context triple: [William Broyles Jr., spouse, Andrea Berndt]
-
A.
Andrea Leeds
Andrea Leeds was an American film actress best known for her acclaimed performances in 1930s Hollywood, including an Oscar-nominated role in "Stage Door."
-
B.
Anna Steiger
Anna Steiger is a British operatic mezzo-soprano known for her performances with major European opera companies and for being the daughter of actress Claire Bloom and actor Rod Steiger.
-
C.
Britta Ernst
Britta Ernst is a German politician of the Social Democratic Party (SPD) who has served as a state minister for education in several German states and is married to Chancellor Olaf Scholz.
-
D.
Andrea Ammon
Andrea Ammon is a German physician and public health expert who serves as the director of the European Centre for Disease Prevention and Control, leading EU efforts in infectious disease surveillance and response.
-
E.
Stefanie Ehrlich
Stefanie Ehrlich is known as a child of the prominent American biologist and author Paul Ehrlich.
- 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: Andrea Berndt Triple: [William Broyles Jr., spouse, Andrea Berndt]
Generated description
Andrea Berndt is known as the wife of American screenwriter and producer William Broyles Jr.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrea Berndt Target entity description: Andrea Berndt is known as the wife of American screenwriter and producer William Broyles Jr.
-
A.
Andrea Leeds
Andrea Leeds was an American film actress best known for her acclaimed performances in 1930s Hollywood, including an Oscar-nominated role in "Stage Door."
-
B.
Anna Steiger
Anna Steiger is a British operatic mezzo-soprano known for her performances with major European opera companies and for being the daughter of actress Claire Bloom and actor Rod Steiger.
-
C.
Britta Ernst
Britta Ernst is a German politician of the Social Democratic Party (SPD) who has served as a state minister for education in several German states and is married to Chancellor Olaf Scholz.
-
D.
Andrea Ammon
Andrea Ammon is a German physician and public health expert who serves as the director of the European Centre for Disease Prevention and Control, leading EU efforts in infectious disease surveillance and response.
-
E.
Stefanie Ehrlich
Stefanie Ehrlich is known as a child of the prominent American biologist and author Paul Ehrlich.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9bd61908190a7bdd01f24334fc3 |
completed | March 8, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4881f1e1c81908de3a0729761c4f7 |
completed | March 13, 2026, 9:56 p.m. |
| NEDg | Description generation | batch_69b48e1e32ac8190abfa73b682587ef6 |
completed | March 13, 2026, 10:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4b7145a908190892879366db7bb34 |
completed | March 14, 2026, 1:17 a.m. |
Created at: March 8, 2026, 3:15 p.m.