Triple
T8151244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Democratic Party presidential primaries, 2024 |
E190337
|
entity |
| Predicate | mainCandidate |
P1221
|
FINISHED |
| Object |
Marianne Williamson
Marianne Williamson is an American author and spiritual teacher who has become a progressive political figure through her campaigns for the Democratic presidential nomination.
|
E717488
|
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: Marianne Williamson | Statement: [Democratic Party presidential primaries, 2024, mainCandidate, Marianne Williamson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marianne Williamson Context triple: [Democratic Party presidential primaries, 2024, mainCandidate, Marianne Williamson]
-
A.
Kayte Walsh
Kayte Walsh is a British former flight attendant who is best known as the wife of American actor Kelsey Grammer.
-
B.
Rachel Kelley
Rachel Kelley was the mother of Jesse Root Grant and the paternal grandmother of U.S. President Ulysses S. Grant.
-
C.
Hilary Shor
Hilary Shor is a film producer best known for her work on acclaimed features such as the dystopian drama "Children of Men."
-
D.
Hilary Minc
Hilary Minc was a prominent Polish communist politician and economist who played a leading role in shaping Poland’s post-World War II socialist economy.
-
E.
Susan Miller
Susan Miller is a film producer best known for her work on the fantasy romantic comedy "Ella Enchanted."
- 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: Marianne Williamson Triple: [Democratic Party presidential primaries, 2024, mainCandidate, Marianne Williamson]
Generated description
Marianne Williamson is an American author and spiritual teacher who has become a progressive political figure through her campaigns for the Democratic presidential nomination.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marianne Williamson Target entity description: Marianne Williamson is an American author and spiritual teacher who has become a progressive political figure through her campaigns for the Democratic presidential nomination.
-
A.
Kayte Walsh
Kayte Walsh is a British former flight attendant who is best known as the wife of American actor Kelsey Grammer.
-
B.
Rachel Kelley
Rachel Kelley was the mother of Jesse Root Grant and the paternal grandmother of U.S. President Ulysses S. Grant.
-
C.
Hilary Shor
Hilary Shor is a film producer best known for her work on acclaimed features such as the dystopian drama "Children of Men."
-
D.
Hilary Minc
Hilary Minc was a prominent Polish communist politician and economist who played a leading role in shaping Poland’s post-World War II socialist economy.
-
E.
Susan Miller
Susan Miller is a film producer best known for her work on the fantasy romantic comedy "Ella Enchanted."
- 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_69ca82be7ba8819087de0147e9292c83 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4483799c81908e73f9a87ed99185 |
completed | March 31, 2026, 3:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbeef189081909f45b8d2aea74225 |
completed | April 1, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69ccc310b514819099228a1cc66517c5 |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd8041c00819094094701ace21aa0 |
completed | April 1, 2026, 8:32 a.m. |
Created at: March 30, 2026, 5:37 p.m.