Triple
T328102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Secretary of Education |
E6563
|
entity |
| Predicate | firstHolder |
P291
|
FINISHED |
| Object |
Shirley Hufstedler
Shirley Hufstedler was an American lawyer, judge, and public official who became the first U.S. Secretary of Education after serving as a federal appellate judge.
|
E139982
|
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: Shirley Hufstedler | Statement: [United States Secretary of Education, firstHolder, Shirley Hufstedler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shirley Hufstedler Context triple: [United States Secretary of Education, firstHolder, Shirley Hufstedler]
-
A.
Margalo Gillmore
Margalo Gillmore was an English-born American stage and film actress known for her sophisticated supporting roles in Broadway productions and classic Hollywood films of the mid-20th century.
-
B.
Lucille Sheardown
Lucille Sheardown was one of the later wives of American inventor Lee de Forest, associated with his personal life rather than his pioneering work in radio and electronics.
-
C.
Nancy Gates
Nancy Gates was an American film and television actress active from the 1940s through the 1960s, known for her roles in dramas, film noirs, and romantic comedies.
-
D.
Mary Grace Slattery
Mary Grace Slattery was the first wife of American playwright Arthur Miller, whom he married before achieving his major theatrical success.
-
E.
Nancy Packard Burnett
Nancy Packard Burnett is an American philanthropist and member of the Packard family who has supported environmental, educational, and cultural initiatives.
- 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: Shirley Hufstedler Triple: [United States Secretary of Education, firstHolder, Shirley Hufstedler]
Generated description
Shirley Hufstedler was an American lawyer, judge, and public official who became the first U.S. Secretary of Education after serving as a federal appellate judge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shirley Hufstedler Target entity description: Shirley Hufstedler was an American lawyer, judge, and public official who became the first U.S. Secretary of Education after serving as a federal appellate judge.
-
A.
Margalo Gillmore
Margalo Gillmore was an English-born American stage and film actress known for her sophisticated supporting roles in Broadway productions and classic Hollywood films of the mid-20th century.
-
B.
Lucille Sheardown
Lucille Sheardown was one of the later wives of American inventor Lee de Forest, associated with his personal life rather than his pioneering work in radio and electronics.
-
C.
Nancy Gates
Nancy Gates was an American film and television actress active from the 1940s through the 1960s, known for her roles in dramas, film noirs, and romantic comedies.
-
D.
Mary Grace Slattery
Mary Grace Slattery was the first wife of American playwright Arthur Miller, whom he married before achieving his major theatrical success.
-
E.
Nancy Packard Burnett
Nancy Packard Burnett is an American philanthropist and member of the Packard family who has supported environmental, educational, and cultural initiatives.
- 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_69a2e7933d6c8190bb2592ad13286ef2 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ea98fa2c8190a5b44f4a26543a17 |
completed | Feb. 28, 2026, 1:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac82de53808190a105311397acfef6 |
completed | March 7, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69ac83f7e00881909675c45e521eb8f1 |
completed | March 7, 2026, 8 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac84de91fc8190b59c0c34247ea6a9 |
completed | March 7, 2026, 8:04 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.