Triple
T4363236
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robbie Williams |
E98710
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Robert Peter Williams
Robert Peter Williams, better known as Robbie Williams, is a British pop singer and entertainer who rose to fame with the boy band Take That before achieving a highly successful solo career.
|
E434428
|
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: Robert Peter Williams | Statement: [Robbie Williams, fullName, Robert Peter Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Peter Williams Context triple: [Robbie Williams, fullName, Robert Peter Williams]
-
A.
Jonathan Williams
Jonathan Williams was an American poet, publisher, and founder of the Jargon Society, closely associated with the experimental Black Mountain poetry movement.
-
B.
Glenn Williamson
Glenn Williamson is a film producer known for his work on independent and character-driven movies, including the dark comedy-drama "Sunshine Cleaning."
-
C.
Thomas Lyle Williams
Thomas Lyle Williams was an American entrepreneur best known for creating the Maybelline cosmetics brand, which became one of the world’s leading makeup companies.
-
D.
Paul Caldwell Wilson
Paul Caldwell Wilson was the husband of Frances Perkins, the first female U.S. Secretary of Labor and a key architect of New Deal social policies.
-
E.
Andrew Whitham
Andrew Whitham is a distinguished geoscientist recognized for his significant contributions to the field, as evidenced by his receipt of the William Smith Medal.
- 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: Robert Peter Williams Triple: [Robbie Williams, fullName, Robert Peter Williams]
Generated description
Robert Peter Williams, better known as Robbie Williams, is a British pop singer and entertainer who rose to fame with the boy band Take That before achieving a highly successful solo career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Peter Williams Target entity description: Robert Peter Williams, better known as Robbie Williams, is a British pop singer and entertainer who rose to fame with the boy band Take That before achieving a highly successful solo career.
-
A.
Jonathan Williams
Jonathan Williams was an American poet, publisher, and founder of the Jargon Society, closely associated with the experimental Black Mountain poetry movement.
-
B.
Glenn Williamson
Glenn Williamson is a film producer known for his work on independent and character-driven movies, including the dark comedy-drama "Sunshine Cleaning."
-
C.
Thomas Lyle Williams
Thomas Lyle Williams was an American entrepreneur best known for creating the Maybelline cosmetics brand, which became one of the world’s leading makeup companies.
-
D.
Paul Caldwell Wilson
Paul Caldwell Wilson was the husband of Frances Perkins, the first female U.S. Secretary of Labor and a key architect of New Deal social policies.
-
E.
Andrew Whitham
Andrew Whitham is a distinguished geoscientist recognized for his significant contributions to the field, as evidenced by his receipt of the William Smith Medal.
- 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_69b3454c772081908e20173e379e8ebe |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351e70a748190af6f1b709a0e75e6 |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbc68534819095ce62645ca79eff |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5df8336e881908c875b8411c2fe4d |
completed | March 14, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e0ded0288190b615364e9ae10821 |
completed | March 14, 2026, 10:27 p.m. |
Created at: March 12, 2026, 11:16 p.m.