Triple
T4560166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Masters of Sex |
E120572
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Michelle Ashford
Michelle Ashford is an American television writer and producer best known for developing and showrunning the acclaimed drama series "Masters of Sex."
|
E454462
|
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: Michelle Ashford | Statement: [Masters of Sex, creator, Michelle Ashford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Ashford Context triple: [Masters of Sex, creator, Michelle Ashford]
-
A.
Mechelle Vinson
Mechelle Vinson is the woman whose sexual harassment lawsuit led to the landmark U.S. Supreme Court case Meritor Savings Bank v. Vinson, which established that a hostile work environment can violate Title VII of the Civil Rights Act.
-
B.
Wanya Morris
Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
-
C.
Jan Ashley
Jan Ashley is an American woman best known for her brief marriage to attorney and businessman Robert Kardashian.
-
D.
Monica McWilliams
Monica McWilliams is a Northern Irish academic, human rights activist, and former politician known for her prominent role in the Northern Ireland peace process and advocacy for women's rights.
-
E.
Michelle LaVaughn Robinson
Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
- 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: Michelle Ashford Triple: [Masters of Sex, creator, Michelle Ashford]
Generated description
Michelle Ashford is an American television writer and producer best known for developing and showrunning the acclaimed drama series "Masters of Sex."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michelle Ashford Target entity description: Michelle Ashford is an American television writer and producer best known for developing and showrunning the acclaimed drama series "Masters of Sex."
-
A.
Mechelle Vinson
Mechelle Vinson is the woman whose sexual harassment lawsuit led to the landmark U.S. Supreme Court case Meritor Savings Bank v. Vinson, which established that a hostile work environment can violate Title VII of the Civil Rights Act.
-
B.
Wanya Morris
Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
-
C.
Jan Ashley
Jan Ashley is an American woman best known for her brief marriage to attorney and businessman Robert Kardashian.
-
D.
Monica McWilliams
Monica McWilliams is a Northern Irish academic, human rights activist, and former politician known for her prominent role in the Northern Ireland peace process and advocacy for women's rights.
-
E.
Michelle LaVaughn Robinson
Michelle LaVaughn Robinson is the birth name of Michelle Obama, the American lawyer, author, and former First Lady of the United States.
- 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_69bd4636f1648190a701445c2fcd9c17 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd582b871c8190be0b70c76d639000 |
completed | March 20, 2026, 2:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde0766e70819080159402ca147bf5 |
completed | March 21, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69bde1b0c678819090b9c3687cc6f93c |
completed | March 21, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bde20b203c8190af425aa041267e08 |
completed | March 21, 2026, 12:10 a.m. |
Created at: March 20, 2026, 1:09 p.m.