Triple
T10597699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herzberg |
E250159
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Agnes M. Herzberg
Agnes M. Herzberg is a Canadian statistician known for her contributions to the design of experiments and for her leadership in the international statistics community.
|
E885132
|
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: Agnes M. Herzberg | Statement: [Herzberg, hasNotableBearer, Agnes M. Herzberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agnes M. Herzberg Context triple: [Herzberg, hasNotableBearer, Agnes M. Herzberg]
-
A.
Margaret Shenberg
Margaret Shenberg was the first wife of influential Hollywood film producer and studio executive Louis B. Mayer.
-
B.
Helene Shapiro
Helene Shapiro is an American mathematician known for her work in linear algebra and matrix theory, and as a student of Olga Taussky-Todd.
-
C.
Ruth Weinstein
Ruth Weinstein is one of the children of disgraced American film producer Harvey Weinstein.
-
D.
Marjorie Hewitt Suchocki
Marjorie Hewitt Suchocki is an American theologian known for her influential work in process theology, feminist theology, and constructive Christian doctrine.
-
E.
Helen Fleischman
Helen Fleischman was the American wife of Giorgio Joyce, son of the Irish writer James Joyce, and a figure on the periphery of the modernist literary circle surrounding the Joyce family.
- 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: Agnes M. Herzberg Triple: [Herzberg, hasNotableBearer, Agnes M. Herzberg]
Generated description
Agnes M. Herzberg is a Canadian statistician known for her contributions to the design of experiments and for her leadership in the international statistics community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agnes M. Herzberg Target entity description: Agnes M. Herzberg is a Canadian statistician known for her contributions to the design of experiments and for her leadership in the international statistics community.
-
A.
Margaret Shenberg
Margaret Shenberg was the first wife of influential Hollywood film producer and studio executive Louis B. Mayer.
-
B.
Helene Shapiro
Helene Shapiro is an American mathematician known for her work in linear algebra and matrix theory, and as a student of Olga Taussky-Todd.
-
C.
Ruth Weinstein
Ruth Weinstein is one of the children of disgraced American film producer Harvey Weinstein.
-
D.
Marjorie Hewitt Suchocki
Marjorie Hewitt Suchocki is an American theologian known for her influential work in process theology, feminist theology, and constructive Christian doctrine.
-
E.
Helen Fleischman
Helen Fleischman was the American wife of Giorgio Joyce, son of the Irish writer James Joyce, and a figure on the periphery of the modernist literary circle surrounding the Joyce family.
- 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_69d381c9d3d48190a29ee491e1696a0e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d5278e5d5481908f4e19c52bd80327 |
completed | April 7, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de552d2d548190b6ade494ef2cbe7e |
completed | April 14, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69de5952f6c48190abd3b87372d54f58 |
completed | April 14, 2026, 3:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de5ed49c9c8190a4085407f88d7a05 |
completed | April 14, 2026, 3:35 p.m. |
Created at: April 6, 2026, 12:41 p.m.