Triple
T21565257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love Is Love Is Love |
E532146
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object | Valerie Mahaffey |
—
|
NE NERFINISHED |
How this triple was built (2 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: [Love Is Love Is Love, castMember, Valerie Mahaffey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valerie Mahaffey Context triple: [Love Is Love Is Love, castMember, Valerie Mahaffey]
-
A.
Valerie Mahaffey
chosen
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.
-
B.
Lorrie Mahaffey
Lorrie Mahaffey is an American actress and singer best known for her role as Jennifer Jerome on the TV series "Happy Days" and for her former marriage to actor Anson Williams.
-
C.
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.
-
D.
Melissa Hancock
Melissa Hancock is known as the wife of American filmmaker John Lee Hancock, recognized for his work as a director and screenwriter.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c460db088190828c64206a450273 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eed2e777c881908de84493fa939ff3 |
completed | April 27, 2026, 3:07 a.m. |
Created at: April 16, 2026, 6:30 p.m.