Triple
T6464356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Epstein |
E142195
|
entity |
| Predicate | isCategoryOf |
P19933
|
FINISHED |
| Object |
Helen Epstein
Helen Epstein is an American writer and journalist known for her work on Holocaust memoirs, trauma, and the experiences of children of survivors.
|
E594200
|
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: Helen Epstein | Statement: [Epstein, isCategoryOf, Helen Epstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helen Epstein Context triple: [Epstein, isCategoryOf, Helen Epstein]
-
A.
Christina Lamb
Christina Lamb is a British journalist and author best known for co-writing Malala Yousafzai’s memoir "I Am Malala" and for her award-winning foreign correspondence.
-
B.
Ruth Franklin
Ruth Franklin is an American literary critic and biographer best known for her acclaimed biography of novelist Shirley Jackson.
-
C.
Judith Nathan
Judith Nathan is an American former nurse and political figure best known as the third wife of former New York City mayor Rudy Giuliani.
-
D.
Barbara Kyle
Barbara Kyle is a British computer scientist known for her involvement in early work on programming language design and formal methods as part of the mid-20th-century UK computing community.
-
E.
Madeleine Eastoe
Madeleine Eastoe is a celebrated Australian ballerina renowned for her long and distinguished career as a principal artist with The Australian Ballet.
- 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: Helen Epstein Triple: [Epstein, isCategoryOf, Helen Epstein]
Generated description
Helen Epstein is an American writer and journalist known for her work on Holocaust memoirs, trauma, and the experiences of children of survivors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helen Epstein Target entity description: Helen Epstein is an American writer and journalist known for her work on Holocaust memoirs, trauma, and the experiences of children of survivors.
-
A.
Christina Lamb
Christina Lamb is a British journalist and author best known for co-writing Malala Yousafzai’s memoir "I Am Malala" and for her award-winning foreign correspondence.
-
B.
Ruth Franklin
Ruth Franklin is an American literary critic and biographer best known for her acclaimed biography of novelist Shirley Jackson.
-
C.
Judith Nathan
Judith Nathan is an American former nurse and political figure best known as the third wife of former New York City mayor Rudy Giuliani.
-
D.
Barbara Kyle
Barbara Kyle is a British computer scientist known for her involvement in early work on programming language design and formal methods as part of the mid-20th-century UK computing community.
-
E.
Madeleine Eastoe
Madeleine Eastoe is a celebrated Australian ballerina renowned for her long and distinguished career as a principal artist with The Australian Ballet.
- 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_69c008d3bf4c8190bcf798c5ba9d6fb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06a10305081909521ee200cf70a30 |
completed | March 22, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64be78ae48190b38390ed245694fb |
completed | March 27, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69c64cd369048190bc0702592083a909 |
completed | March 27, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c64d911a1881908b280636365a4858 |
completed | March 27, 2026, 9:27 a.m. |
Created at: March 22, 2026, 4:49 p.m.