Triple
T1604587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dan DeVos |
E34471
|
entity |
| Predicate | hasRelative |
P367
|
FINISHED |
| Object |
Betsy DeVos
Betsy DeVos is an American businesswoman and conservative political donor who served as the 11th United States Secretary of Education from 2017 to 2021.
|
E184818
|
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: Betsy DeVos | Statement: [Dan DeVos, hasRelative, Betsy DeVos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Betsy DeVos Context triple: [Dan DeVos, hasRelative, Betsy DeVos]
-
A.
Kathy Kraninger
Kathy Kraninger is an American government official who served as Director of the Consumer Financial Protection Bureau under the Trump administration.
-
B.
Grace Priebus
Grace Priebus is the daughter of American attorney and political figure Reince Priebus, former White House Chief of Staff under President Donald Trump.
-
C.
Janet Napolitano
Janet Napolitano is an American politician and lawyer who served as governor of Arizona and later as the U.S. Secretary of Homeland Security under President Barack Obama.
-
D.
Bill Pence
Bill Pence was an American film executive and co-founder of the influential Telluride Film Festival, known for shaping the landscape of international film exhibition and appreciation.
-
E.
Mick Mulvaney
Mick Mulvaney is an American politician and former U.S. Representative who served in the Trump administration in senior roles, including as acting White House Chief of Staff and Director of the Office of Management and Budget.
- 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: Betsy DeVos Triple: [Dan DeVos, hasRelative, Betsy DeVos]
Generated description
Betsy DeVos is an American businesswoman and conservative political donor who served as the 11th United States Secretary of Education from 2017 to 2021.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Betsy DeVos Target entity description: Betsy DeVos is an American businesswoman and conservative political donor who served as the 11th United States Secretary of Education from 2017 to 2021.
-
A.
Kathy Kraninger
Kathy Kraninger is an American government official who served as Director of the Consumer Financial Protection Bureau under the Trump administration.
-
B.
Grace Priebus
Grace Priebus is the daughter of American attorney and political figure Reince Priebus, former White House Chief of Staff under President Donald Trump.
-
C.
Janet Napolitano
Janet Napolitano is an American politician and lawyer who served as governor of Arizona and later as the U.S. Secretary of Homeland Security under President Barack Obama.
-
D.
Bill Pence
Bill Pence was an American film executive and co-founder of the influential Telluride Film Festival, known for shaping the landscape of international film exhibition and appreciation.
-
E.
Mick Mulvaney
Mick Mulvaney is an American politician and former U.S. Representative who served in the Trump administration in senior roles, including as acting White House Chief of Staff and Director of the Office of Management and Budget.
- 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_69a885fea6a481909fe83ba6441f1774 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9096a165c8190aec1d2ae6bd10e18 |
completed | March 5, 2026, 4:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58c42c6c8190b245c3434e6bbcf8 |
completed | March 8, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ad5a7f592881909b8fd45444e6d715 |
completed | March 8, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5b64a1f0819087338ee504f70f5c |
completed | March 8, 2026, 11:20 a.m. |
Created at: March 4, 2026, 7:28 p.m.