Triple
T2708288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugh Bonneville |
E59795
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Lulu Williams
Lulu Williams is the wife of British actor Hugh Bonneville, known for maintaining a largely private life outside of his public career.
|
E290924
|
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: Lulu Williams | Statement: [Hugh Bonneville, spouse, Lulu Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lulu Williams Context triple: [Hugh Bonneville, spouse, Lulu Williams]
-
A.
Cress Williams
Cress Williams is an American actor best known for his television roles, including the lead in the superhero series "Black Lightning" and prominent parts in shows like "Hart of Dixie" and "Prison Break."
-
B.
Riri Williams
Riri Williams is a young genius inventor in the Marvel universe who becomes the armored superhero Ironheart and plays a key role alongside Wakanda and its allies.
-
C.
Lili Simmons
Lili Simmons is an American actress and model known for her roles in television series such as Banshee, True Detective, and The Purge.
-
D.
Lulamae Barnes
Lulamae Barnes is the birth name of Holly Golightly, the iconic, free-spirited socialite from Truman Capote’s novella and the film "Breakfast at Tiffany’s."
-
E.
Tiana Rogers
Tiana Rogers was a Cherokee woman known for her marriage to Sam Houston, the American statesman and leader of the Republic of Texas.
- 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: Lulu Williams Triple: [Hugh Bonneville, spouse, Lulu Williams]
Generated description
Lulu Williams is the wife of British actor Hugh Bonneville, known for maintaining a largely private life outside of his public career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lulu Williams Target entity description: Lulu Williams is the wife of British actor Hugh Bonneville, known for maintaining a largely private life outside of his public career.
-
A.
Cress Williams
Cress Williams is an American actor best known for his television roles, including the lead in the superhero series "Black Lightning" and prominent parts in shows like "Hart of Dixie" and "Prison Break."
-
B.
Riri Williams
Riri Williams is a young genius inventor in the Marvel universe who becomes the armored superhero Ironheart and plays a key role alongside Wakanda and its allies.
-
C.
Lili Simmons
Lili Simmons is an American actress and model known for her roles in television series such as Banshee, True Detective, and The Purge.
-
D.
Lulamae Barnes
Lulamae Barnes is the birth name of Holly Golightly, the iconic, free-spirited socialite from Truman Capote’s novella and the film "Breakfast at Tiffany’s."
-
E.
Tiana Rogers
Tiana Rogers was a Cherokee woman known for her marriage to Sam Houston, the American statesman and leader of the Republic of Texas.
- 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda73de1c81908f5d6b0383e23144 |
completed | March 7, 2026, 7:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf7f99508190acfd00baec64b7e9 |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb02d8ff08190af2224c03b762c68 |
completed | March 10, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb0ae71888190ab0675b7897f1589 |
completed | March 10, 2026, 5:48 a.m. |
Created at: March 6, 2026, 9:55 p.m.