Triple
T14258793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Women of the House |
E353455
|
entity |
| Predicate | stars |
P1956
|
FINISHED |
| Object |
Valerie Mahaffey
Valerie Mahaffey is an American actress known for her work in television and film, including an Emmy-winning role on "Northern Exposure" and appearances in numerous sitcoms and dramas.
|
E1089771
|
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: Valerie Mahaffey | Statement: [Women of the House, stars, Valerie Mahaffey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valerie Mahaffey Context triple: [Women of the House, stars, Valerie Mahaffey]
-
A.
Debbie Wasserman Schultz
Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
-
B.
Melissa Hancock
Melissa Hancock is known as the wife of American filmmaker John Lee Hancock, recognized for his work as a director and screenwriter.
-
C.
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
-
D.
Val Demings
Val Demings is an American politician and former Orlando police chief who served as a Democratic U.S. Representative from Florida and gained national prominence as one of the House impeachment managers in Donald Trump’s first impeachment trial.
-
E.
Myra Hurd
Myra Hurd is a British psychologist and academic known for her contributions to cognitive and developmental psychology.
- 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: Valerie Mahaffey Triple: [Women of the House, stars, Valerie Mahaffey]
Generated description
Valerie Mahaffey is an American actress known for her work in television and film, including an Emmy-winning role on "Northern Exposure" and appearances in numerous sitcoms and dramas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valerie Mahaffey Target entity description: Valerie Mahaffey is an American actress known for her work in television and film, including an Emmy-winning role on "Northern Exposure" and appearances in numerous sitcoms and dramas.
-
A.
Debbie Wasserman Schultz
Debbie Wasserman Schultz is an American Democratic politician and longtime U.S. Representative from Florida who has also served in key party leadership roles at the national level.
-
B.
Melissa Hancock
Melissa Hancock is known as the wife of American filmmaker John Lee Hancock, recognized for his work as a director and screenwriter.
-
C.
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
-
D.
Val Demings
Val Demings is an American politician and former Orlando police chief who served as a Democratic U.S. Representative from Florida and gained national prominence as one of the House impeachment managers in Donald Trump’s first impeachment trial.
-
E.
Myra Hurd
Myra Hurd is a British psychologist and academic known for her contributions to cognitive and developmental psychology.
- 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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6352611c819090d062fe3079cd03 |
completed | April 14, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3260fdf88190b482480a17bd6674 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd33cba18481908f2dfe358017f11b |
completed | May 8, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd346ffb9c81909ec28e514ea5451b |
completed | May 8, 2026, 12:55 a.m. |
Created at: April 10, 2026, 1:09 a.m.