Triple
T524496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keys |
E10888
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
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.
|
E66397
|
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: Natalie Hemby | Statement: [Keys, producer, Natalie Hemby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natalie Hemby Context triple: [Keys, producer, Natalie Hemby]
-
A.
Samantha Womack
Samantha Womack is a British actress and singer best known for her long-running role as Ronnie Mitchell in the BBC soap opera EastEnders.
-
B.
Taylor Allen
Taylor Allen is a screenwriter best known for co-writing the political drama film "Chappaquiddick," which explores the 1969 incident involving Senator Ted Kennedy.
-
C.
Hallie Kate Eisenberg
Hallie Kate Eisenberg is an American former child actress best known for her Pepsi commercials and roles in films such as "Paulie" and "Bicentennial Man."
-
D.
Margo King
Margo King is a notable individual distinguished enough to be recognized as a prominent bearer of the surname King.
-
E.
Dixie Pearl Followill
Dixie Pearl Followill is the daughter of American model Lily Aldridge and Kings of Leon frontman Caleb Followill.
- 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: Natalie Hemby Triple: [Keys, producer, Natalie Hemby]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natalie Hemby Target entity description: 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.
-
A.
Samantha Womack
Samantha Womack is a British actress and singer best known for her long-running role as Ronnie Mitchell in the BBC soap opera EastEnders.
-
B.
Taylor Allen
Taylor Allen is a screenwriter best known for co-writing the political drama film "Chappaquiddick," which explores the 1969 incident involving Senator Ted Kennedy.
-
C.
Hallie Kate Eisenberg
Hallie Kate Eisenberg is an American former child actress best known for her Pepsi commercials and roles in films such as "Paulie" and "Bicentennial Man."
-
D.
Margo King
Margo King is a notable individual distinguished enough to be recognized as a prominent bearer of the surname King.
-
E.
Dixie Pearl Followill
Dixie Pearl Followill is the daughter of American model Lily Aldridge and Kings of Leon frontman Caleb Followill.
- 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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1b656c08190b387f21b06d99e68 |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4b8abbfbc819086148dc95b807e06 |
completed | March 1, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69a4b97a22608190a9c6c226db6a57fc |
completed | March 1, 2026, 10:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4b9de5f648190b557791cfaee7468 |
completed | March 1, 2026, 10:12 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.