Triple
T7230991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality |
E154900
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Debbie Cenziper |
E220964
|
NE FINISHED |
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: Debbie Cenziper | Statement: [Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality, author, Debbie Cenziper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debbie Cenziper Context triple: [Love Wins: The Lovers and Lawyers Who Fought the Landmark Case for Marriage Equality, author, Debbie Cenziper]
-
A.
Debbie Cenziper
chosen
Debbie Cenziper is a Pulitzer Prize–winning investigative journalist and author known for her in-depth reporting and co-writing prominent nonfiction books.
-
B.
Suzy Weiner
Suzy Weiner is best known as the wife of legendary American Olympic swimmer Mark Spitz.
-
C.
Shelly Pfefferman
Shelly Pfefferman is a central character in the television series "Transparent," portrayed as the outspoken, emotionally complex matriarch of the Pfefferman family.
-
D.
Deborah Kaplan
Deborah Kaplan is an American screenwriter and film director best known for co-writing and co-directing teen comedies such as "Can't Hardly Wait."
-
E.
Liz Gorinsky
Liz Gorinsky is an acclaimed science fiction and fantasy editor known for her influential work at Tor Books and for winning major genre awards.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea0f09648190b285993556f704d5 |
completed | March 27, 2026, 8:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8569fbf4081909897b0e5456cd66a |
completed | March 28, 2026, 10:30 p.m. |
Created at: March 27, 2026, 2:54 p.m.