Triple
T5736732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samantha Barks |
E126519
|
entity |
| Predicate | portrayed |
P1668
|
FINISHED |
| Object |
Vivian Ward
Vivian Ward is the charismatic Hollywood prostitute-turned-love-interest famously played by Julia Roberts in the 1990 romantic comedy film "Pretty Woman."
|
E562794
|
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: Vivian Ward | Statement: [Samantha Barks, portrayed, Vivian Ward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vivian Ward Context triple: [Samantha Barks, portrayed, Vivian Ward]
-
A.
Vivian Burnett
Vivian Burnett was the son of British-American novelist Frances Hodgson Burnett, known primarily in relation to his mother's life and work.
-
B.
Maria Andrews
Maria Andrews is an American woman known primarily as the wife of businessman Neil Bush, a member of the prominent Bush political family.
-
C.
Vivian Ayers
Vivian Ayers is an American poet, cultural activist, and Pulitzer Prize–nominated author known for her work in arts education and African American cultural preservation.
-
D.
Vivian
Vivian "Buster" Burey Marshall was a civil rights activist and the first wife of U.S. Supreme Court Justice Thurgood Marshall.
-
E.
Vivian Moore
Vivian Moore is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Moore.
- 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: Vivian Ward Triple: [Samantha Barks, portrayed, Vivian Ward]
Generated description
Vivian Ward is the charismatic Hollywood prostitute-turned-love-interest famously played by Julia Roberts in the 1990 romantic comedy film "Pretty Woman."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vivian Ward Target entity description: Vivian Ward is the charismatic Hollywood prostitute-turned-love-interest famously played by Julia Roberts in the 1990 romantic comedy film "Pretty Woman."
-
A.
Vivian Burnett
Vivian Burnett was the son of British-American novelist Frances Hodgson Burnett, known primarily in relation to his mother's life and work.
-
B.
Maria Andrews
Maria Andrews is an American woman known primarily as the wife of businessman Neil Bush, a member of the prominent Bush political family.
-
C.
Vivian Ayers
Vivian Ayers is an American poet, cultural activist, and Pulitzer Prize–nominated author known for her work in arts education and African American cultural preservation.
-
D.
Vivian
Vivian "Buster" Burey Marshall was a civil rights activist and the first wife of U.S. Supreme Court Justice Thurgood Marshall.
-
E.
Vivian Moore
Vivian Moore is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Moore.
- 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_69c0083082288190b7478cead6b5430a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0255ad6f48190977bf4f037110aa3 |
completed | March 22, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c107d46ebc81908ec415782611ebef |
completed | March 23, 2026, 9:28 a.m. |
| NEDg | Description generation | batch_69c1090a7bac8190b5b9e003659b4b34 |
completed | March 23, 2026, 9:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c10d5102348190a9ec7421b1410a99 |
completed | March 23, 2026, 9:52 a.m. |
Created at: March 22, 2026, 3:47 p.m.