Triple
T1114880
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toby Gad |
E11074
|
entity |
| Predicate | hasWorkedWith |
P9615
|
FINISHED |
| Object |
Nicole Scherzinger
Nicole Scherzinger is an American singer, songwriter, dancer, and television personality best known as the lead vocalist of the pop group The Pussycat Dolls and for her work on various music and talent shows.
|
E131439
|
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: Nicole Scherzinger | Statement: [Toby Gad, hasWorkedWith, Nicole Scherzinger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nicole Scherzinger Context triple: [Toby Gad, hasWorkedWith, Nicole Scherzinger]
-
A.
Jessie J
Jessie J is an English pop and R&B singer-songwriter known for powerful vocals and hits like "Price Tag" and "Domino."
-
B.
Leona Lewis
Leona Lewis is a British singer and songwriter who rose to fame after winning The X Factor and is best known for her powerful vocals and hit single "Bleeding Love."
-
C.
Elaine Paige
Elaine Paige is an English singer and actress renowned as the "First Lady of British Musical Theatre" for her leading roles in hit West End and Broadway productions such as Evita and Cats.
-
D.
Jordin Sparks
Jordin Sparks is an American pop and R&B singer and actress who rose to fame as the winner of the sixth season of American Idol.
-
E.
Kelly Rowland
Kelly Rowland is an American singer, songwriter, and actress best known as a member of Destiny's Child and for her successful solo R&B and pop career.
- 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: Nicole Scherzinger Triple: [Toby Gad, hasWorkedWith, Nicole Scherzinger]
Generated description
Nicole Scherzinger is an American singer, songwriter, dancer, and television personality best known as the lead vocalist of the pop group The Pussycat Dolls and for her work on various music and talent shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nicole Scherzinger Target entity description: Nicole Scherzinger is an American singer, songwriter, dancer, and television personality best known as the lead vocalist of the pop group The Pussycat Dolls and for her work on various music and talent shows.
-
A.
Jessie J
Jessie J is an English pop and R&B singer-songwriter known for powerful vocals and hits like "Price Tag" and "Domino."
-
B.
Leona Lewis
Leona Lewis is a British singer and songwriter who rose to fame after winning The X Factor and is best known for her powerful vocals and hit single "Bleeding Love."
-
C.
Elaine Paige
Elaine Paige is an English singer and actress renowned as the "First Lady of British Musical Theatre" for her leading roles in hit West End and Broadway productions such as Evita and Cats.
-
D.
Jordin Sparks
Jordin Sparks is an American pop and R&B singer and actress who rose to fame as the winner of the sixth season of American Idol.
-
E.
Kelly Rowland
Kelly Rowland is an American singer, songwriter, and actress best known as a member of Destiny's Child and for her successful solo R&B and pop career.
- 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_69a493252a648190ac48f8742474a5e8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bba161e881908dcd1a66522abf5d |
completed | March 1, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac5ea8abe081908a6f38cb78638740 |
completed | March 7, 2026, 5:21 p.m. |
| NEDg | Description generation | batch_69ac5f248db081908596810839ee6160 |
completed | March 7, 2026, 5:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5fb242488190bf99f63956aeda13 |
completed | March 7, 2026, 5:26 p.m. |
Created at: March 1, 2026, 7:43 p.m.