Triple
T3960325
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beats International |
E85885
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Lindy Layton
Lindy Layton is a British singer best known for her work in the early 1990s dance and electronic music scene, including the hit single "Dub Be Good to Me."
|
E402160
|
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: Lindy Layton | Statement: [Beats International, hasMember, Lindy Layton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lindy Layton Context triple: [Beats International, hasMember, Lindy Layton]
-
A.
Natalie Hemby
Natalie Hemby is an American singer-songwriter best known for her acclaimed country and Americana songwriting for artists like Miranda Lambert and for her work as a member of the supergroup The Highwomen.
-
B.
Mitchell Alsup
Mitchell Alsup is a computer engineer best known as one of the founders of Transmeta, a company that developed innovative low-power microprocessor technologies.
-
C.
Linda Spalding
Linda Spalding is a Canadian-American writer and editor known for her award-winning fiction and non-fiction, including works that explore history, identity, and moral complexity.
-
D.
Heaven Hart
Heaven Hart is the daughter of American comedian and actor Kevin Hart.
-
E.
Amanda Shires
Amanda Shires is an American singer-songwriter, fiddler, and member of the country supergroup The Highwomen, known for her genre-blending Americana and folk-influenced music.
- 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: Lindy Layton Triple: [Beats International, hasMember, Lindy Layton]
Generated description
Lindy Layton is a British singer best known for her work in the early 1990s dance and electronic music scene, including the hit single "Dub Be Good to Me."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lindy Layton Target entity description: Lindy Layton is a British singer best known for her work in the early 1990s dance and electronic music scene, including the hit single "Dub Be Good to Me."
-
A.
Natalie Hemby
Natalie Hemby is an American singer-songwriter best known for her acclaimed country and Americana songwriting for artists like Miranda Lambert and for her work as a member of the supergroup The Highwomen.
-
B.
Mitchell Alsup
Mitchell Alsup is a computer engineer best known as one of the founders of Transmeta, a company that developed innovative low-power microprocessor technologies.
-
C.
Linda Spalding
Linda Spalding is a Canadian-American writer and editor known for her award-winning fiction and non-fiction, including works that explore history, identity, and moral complexity.
-
D.
Heaven Hart
Heaven Hart is the daughter of American comedian and actor Kevin Hart.
-
E.
Amanda Shires
Amanda Shires is an American singer-songwriter, fiddler, and member of the country supergroup The Highwomen, known for her genre-blending Americana and folk-influenced music.
- 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_69aed93a96908190bcbdbfa718f155bd |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef9602a7c81909743672392f832f6 |
completed | March 9, 2026, 4:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b533b57ad08190972d385a133c73b8 |
completed | March 14, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69b534b3596c819088812b5835512c05 |
completed | March 14, 2026, 10:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5354ce29481909af8f0a216c3e643 |
completed | March 14, 2026, 10:15 a.m. |
Created at: March 9, 2026, 3:31 p.m.