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.