Triple
T22138000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter L. Bernstein |
E547081
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Barbara T. Bernstein
Barbara T. Bernstein is known as the wife of renowned American financial historian and author Peter L. Bernstein.
|
E1532112
|
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: Barbara T. Bernstein | Statement: [Peter L. Bernstein, spouse, Barbara T. Bernstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbara T. Bernstein Context triple: [Peter L. Bernstein, spouse, Barbara T. Bernstein]
-
A.
Barbara Bernstein
Barbara Bernstein is one of the daughters of actress and singer Florence Henderson, best known for her iconic role as Carol Brady on the television series "The Brady Bunch."
-
B.
Barbara Baum
Barbara Baum is a renowned German costume designer known for her work on numerous films and theater productions.
-
C.
Judith F. Marks
Judith F. Marks is an American business executive known for her leadership roles in major industrial and technology companies, including serving as a top executive at Otis Elevator Company.
-
D.
Alicia Z. Rosenfeld
Alicia Z. Rosenfeld is a book editor known for her work on the inspirational Christian memoir "Miracles from Heaven."
-
E.
Judith R. Goodstein
Judith R. Goodstein is an American historian of science and mathematics known for her work at Caltech, including authorship and editorial contributions to scholarly and institutional histories.
- 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: Barbara T. Bernstein Triple: [Peter L. Bernstein, spouse, Barbara T. Bernstein]
Generated description
Barbara T. Bernstein is known as the wife of renowned American financial historian and author Peter L. Bernstein.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barbara T. Bernstein Target entity description: Barbara T. Bernstein is known as the wife of renowned American financial historian and author Peter L. Bernstein.
-
A.
Barbara Bernstein
Barbara Bernstein is one of the daughters of actress and singer Florence Henderson, best known for her iconic role as Carol Brady on the television series "The Brady Bunch."
-
B.
Barbara Baum
Barbara Baum is a renowned German costume designer known for her work on numerous films and theater productions.
-
C.
Judith F. Marks
Judith F. Marks is an American business executive known for her leadership roles in major industrial and technology companies, including serving as a top executive at Otis Elevator Company.
-
D.
Alicia Z. Rosenfeld
Alicia Z. Rosenfeld is a book editor known for her work on the inspirational Christian memoir "Miracles from Heaven."
-
E.
Judith R. Goodstein
Judith R. Goodstein is an American historian of science and mathematics known for her work at Caltech, including authorship and editorial contributions to scholarly and institutional histories.
- 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129bb78bc8190b74af3a5f6a5348f |
completed | April 28, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae047da448190be302a3e28360a14 |
completed | May 18, 2026, 9:47 a.m. |
| NEDg | Description generation | batch_6a0ae16a8bcc8190852dd17f9c780123 |
completed | May 18, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae1e16fac8190b0b56d00a87d173f |
completed | May 18, 2026, 9:54 a.m. |
Created at: April 16, 2026, 8:32 p.m.