Triple
T11531616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2020–2021 United States presidential transition |
E273434
|
entity |
| Predicate | GSAAdministrator |
P86
|
FINISHED |
| Object |
Emily W. Murphy
Emily W. Murphy is an American attorney and government official who served as Administrator of the General Services Administration and became widely known for delaying the formal recognition of Joe Biden’s 2020 presidential election victory.
|
E932095
|
NE FINISHED |
How this triple was built (5 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: Emily W. Murphy | Statement: [2020–2021 United States presidential transition, GSAAdministrator, Emily W. Murphy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emily W. Murphy Context triple: [2020–2021 United States presidential transition, GSAAdministrator, Emily W. Murphy]
-
A.
Mary Esther Lee
Mary Esther Lee was an American-born heiress and socialite who became a prominent figure in European high society through her marriage to German Field Marshal Alfred von Waldersee.
-
B.
Mary Reed Cannon
Mary Reed Cannon was the wife of influential U.S. politician and long-serving Speaker of the House Joseph Gurney Cannon.
-
C.
Mary Alice Herold
Mary Alice Herold is known primarily as the sister of David Herold, one of the conspirators involved in the assassination of U.S. President Abraham Lincoln.
-
D.
Frances Dana Barker Gage
Frances Dana Barker Gage was a 19th-century American reformer, writer, and orator known for her prominent activism in the abolitionist and women’s rights movements.
-
E.
Inez Milholland
Inez Milholland was a prominent American suffragist, labor lawyer, and orator best known for her dramatic leadership in the women’s suffrage movement in the early 20th century.
- 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: Emily W. Murphy Triple: [2020–2021 United States presidential transition, GSAAdministrator, Emily W. Murphy]
Generated description
Emily W. Murphy is an American attorney and government official who served as Administrator of the General Services Administration and became widely known for delaying the formal recognition of Joe Biden’s 2020 presidential election victory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emily W. Murphy Target entity description: Emily W. Murphy is an American attorney and government official who served as Administrator of the General Services Administration and became widely known for delaying the formal recognition of Joe Biden’s 2020 presidential election victory.
-
A.
Mary Esther Lee
Mary Esther Lee was an American-born heiress and socialite who became a prominent figure in European high society through her marriage to German Field Marshal Alfred von Waldersee.
-
B.
Mary Reed Cannon
Mary Reed Cannon was the wife of influential U.S. politician and long-serving Speaker of the House Joseph Gurney Cannon.
-
C.
Mary Alice Herold
Mary Alice Herold is known primarily as the sister of David Herold, one of the conspirators involved in the assassination of U.S. President Abraham Lincoln.
-
D.
Frances Dana Barker Gage
Frances Dana Barker Gage was a 19th-century American reformer, writer, and orator known for her prominent activism in the abolitionist and women’s rights movements.
-
E.
Inez Milholland
Inez Milholland was a prominent American suffragist, labor lawyer, and orator best known for her dramatic leadership in the women’s suffrage movement in the early 20th century.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: GSAAdministrator Context triple: [2020–2021 United States presidential transition, GSAAdministrator, Emily W. Murphy]
-
A.
administeredBy
chosen
Indicates that an action, service, or process is carried out, managed, or overseen by a specified agent or authority.
-
B.
administersFrom
Indicates that an action, service, or process is carried out or managed starting from a particular source, location, or authority.
-
C.
organizationTypeGoverned
Indicates that one entity governs or has authoritative control over a specific type or category of organization.
-
D.
associatedWithAdministration
Indicates a relationship in which an entity is connected to, involved in, or under the responsibility of an administrative body, process, or function.
-
E.
representsAdministrativeUnit
Indicates that one entity serves as or corresponds to the administrative unit governing or organizing another entity.
- F. None of above.
Provenance (6 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_69d6aae3fbec8190a14632a5df2538b6 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8839878948190b170e64629d6f2db |
completed | April 10, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6856341b481909d2ee71893e6117b |
completed | April 20, 2026, 7:58 p.m. |
| NEDg | Description generation | batch_69e68fd6b6088190b24f552b5afc3f55 |
completed | April 20, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6b7d683448190b7557bffd92b3ad6 |
completed | April 20, 2026, 11:33 p.m. |
| PD | Predicate disambiguation | batch_69d80879fdb48190be6dacc8aa63c809 |
completed | April 9, 2026, 8:13 p.m. |
Created at: April 8, 2026, 9:37 p.m.