Triple
T7593339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of the American Physical Society |
E179793
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Frances Hellman
Frances Hellman is an American physicist known for her research in condensed matter physics and for her leadership in the scientific community.
|
E674701
|
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 Hellman | Statement: [President of the American Physical Society, officeHolder, Frances Hellman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frances Hellman Context triple: [President of the American Physical Society, officeHolder, Frances Hellman]
-
A.
Dorothie Hellman
Dorothie Hellman is an American peace activist and author known for her work on conflict resolution and for coauthoring books on personal and global peace with her husband, cryptographer Martin Hellman.
-
B.
Verna Hellman
Verna Hellman, better known professionally as Verna Fields, was an influential American film editor and studio executive renowned for her work on landmark films such as "Jaws."
-
C.
Lillian Hellman
Lillian Hellman was an American playwright and screenwriter known for her politically charged dramas and her defiance of the House Un-American Activities Committee during the McCarthy era.
-
D.
Anne Kaufman Schneider
Anne Kaufman Schneider was an American theater director and producer known for preserving and staging the works of her father, playwright George S. Kaufman.
-
E.
Stella Damon
Stella Damon is one of the daughters of American actor and filmmaker Matt Damon.
- 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 Hellman Triple: [President of the American Physical Society, officeHolder, Frances Hellman]
Generated description
Frances Hellman is an American physicist known for her research in condensed matter physics and for her leadership in the scientific community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frances Hellman Target entity description: Frances Hellman is an American physicist known for her research in condensed matter physics and for her leadership in the scientific community.
-
A.
Dorothie Hellman
Dorothie Hellman is an American peace activist and author known for her work on conflict resolution and for coauthoring books on personal and global peace with her husband, cryptographer Martin Hellman.
-
B.
Verna Hellman
Verna Hellman, better known professionally as Verna Fields, was an influential American film editor and studio executive renowned for her work on landmark films such as "Jaws."
-
C.
Lillian Hellman
Lillian Hellman was an American playwright and screenwriter known for her politically charged dramas and her defiance of the House Un-American Activities Committee during the McCarthy era.
-
D.
Anne Kaufman Schneider
Anne Kaufman Schneider was an American theater director and producer known for preserving and staging the works of her father, playwright George S. Kaufman.
-
E.
Stella Damon
Stella Damon is one of the daughters of American actor and filmmaker Matt Damon.
- 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_69c69f3487ec8190bf7acdf2dd91e6d6 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f9bab3a08190a2c36b2c72a1de25 |
completed | March 27, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86197fe0881908307a411cabdca7f |
completed | March 28, 2026, 11:17 p.m. |
| NEDg | Description generation | batch_69c86223bfec8190b47f840e39c9a51a |
completed | March 28, 2026, 11:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c862bb95e881909a60608a5279238d |
completed | March 28, 2026, 11:22 p.m. |
Created at: March 27, 2026, 3:53 p.m.