Triple
T3173058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Natalie Hemby |
E66397
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
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.
|
E336069
|
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: Amanda Shires | Statement: [Natalie Hemby, associatedAct, Amanda Shires]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amanda Shires Context triple: [Natalie Hemby, associatedAct, Amanda Shires]
-
A.
Sara Watkins
Sara Watkins is an American singer-songwriter and fiddler best known as a founding member of the progressive bluegrass band Nickel Creek and for her solo and collaborative folk projects.
-
B.
Brandi Carlile
Brandi Carlile is an American singer-songwriter known for her powerful vocals, emotionally resonant folk-rock music, and acclaimed albums such as "By the Way, I Forgive You."
-
C.
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.
-
D.
Maren Morris
Maren Morris is a Grammy-winning American singer-songwriter known for blending country, pop, and R&B influences in hits like "My Church" and "The Bones."
-
E.
Kacey Musgraves
Kacey Musgraves is an American country and pop singer-songwriter known for her witty, introspective lyrics and critically acclaimed albums like "Golden Hour."
- 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: Amanda Shires Triple: [Natalie Hemby, associatedAct, Amanda Shires]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amanda Shires Target entity description: 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.
-
A.
Sara Watkins
Sara Watkins is an American singer-songwriter and fiddler best known as a founding member of the progressive bluegrass band Nickel Creek and for her solo and collaborative folk projects.
-
B.
Brandi Carlile
Brandi Carlile is an American singer-songwriter known for her powerful vocals, emotionally resonant folk-rock music, and acclaimed albums such as "By the Way, I Forgive You."
-
C.
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.
-
D.
Maren Morris
Maren Morris is a Grammy-winning American singer-songwriter known for blending country, pop, and R&B influences in hits like "My Church" and "The Bones."
-
E.
Kacey Musgraves
Kacey Musgraves is an American country and pop singer-songwriter known for her witty, introspective lyrics and critically acclaimed albums like "Golden Hour."
- 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_69ad8586a34c8190944c63ec11a8de1a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada66facf881908b9ec687d68ce91b |
completed | March 8, 2026, 4:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24b66b3e081908e8ea11d9b36e50a |
completed | March 12, 2026, 5:13 a.m. |
| NEDg | Description generation | batch_69b24f6f5ee08190b42e2ae0610c34d3 |
completed | March 12, 2026, 5:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b24ff7eff88190973925ae3ef804c7 |
completed | March 12, 2026, 5:32 a.m. |
Created at: March 8, 2026, 3:06 p.m.