Triple
T3275481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julia Michaels |
E68747
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Julia Carin Cavazos
Julia Carin Cavazos, known professionally as Julia Michaels, is an American singer-songwriter recognized for her solo pop hits and for writing chart-topping songs for numerous major artists.
|
E344207
|
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: Julia Carin Cavazos | Statement: [Julia Michaels, birthName, Julia Carin Cavazos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julia Carin Cavazos Context triple: [Julia Michaels, birthName, Julia Carin Cavazos]
-
A.
Laura Kelly
Laura Kelly is an American Democratic politician serving as the governor of Kansas.
-
B.
Lauro Cavazos
Lauro Cavazos was the first Hispanic U.S. Secretary of Education, serving under Presidents Ronald Reagan and George H. W. Bush.
-
C.
Janai Nelson
Janai Nelson is a civil rights attorney and legal scholar who serves as the president and director-counsel of the NAACP Legal Defense and Educational Fund, one of the United States’ leading racial justice organizations.
-
D.
Lynn Petra Alexander
Lynn Petra Alexander is the birth name of Lynn Margulis, the influential American biologist best known for her work on the endosymbiotic theory of eukaryotic cell evolution.
-
E.
Linda Chávez
Linda Chávez is an American conservative commentator, author, and former Reagan administration official known for her work on labor, immigration, and civil rights issues.
- 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: Julia Carin Cavazos Triple: [Julia Michaels, birthName, Julia Carin Cavazos]
Generated description
Julia Carin Cavazos, known professionally as Julia Michaels, is an American singer-songwriter recognized for her solo pop hits and for writing chart-topping songs for numerous major artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julia Carin Cavazos Target entity description: Julia Carin Cavazos, known professionally as Julia Michaels, is an American singer-songwriter recognized for her solo pop hits and for writing chart-topping songs for numerous major artists.
-
A.
Laura Kelly
Laura Kelly is an American Democratic politician serving as the governor of Kansas.
-
B.
Lauro Cavazos
Lauro Cavazos was the first Hispanic U.S. Secretary of Education, serving under Presidents Ronald Reagan and George H. W. Bush.
-
C.
Janai Nelson
Janai Nelson is a civil rights attorney and legal scholar who serves as the president and director-counsel of the NAACP Legal Defense and Educational Fund, one of the United States’ leading racial justice organizations.
-
D.
Lynn Petra Alexander
Lynn Petra Alexander is the birth name of Lynn Margulis, the influential American biologist best known for her work on the endosymbiotic theory of eukaryotic cell evolution.
-
E.
Linda Chávez
Linda Chávez is an American conservative commentator, author, and former Reagan administration official known for her work on labor, immigration, and civil rights issues.
- 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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0110f1c8190ae60708b686cbbf9 |
completed | March 8, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e8462a0c8190aba2330da6c49ecf |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e9448fa881909001b6c39333359f |
completed | March 12, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2e9a10e2c8190ba67635ae2425470 |
completed | March 12, 2026, 4:28 p.m. |
Created at: March 8, 2026, 3:10 p.m.