Triple

T11531613
Position Surface form Disambiguated ID Type / Status
Subject 2020–2021 United States presidential transition E273434 entity
Predicate transitionTeamLeader P53869 FINISHED
Object Ted Kaufman
Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
E932094 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: Ted Kaufman | Statement: [2020–2021 United States presidential transition, transitionTeamLeader, Ted Kaufman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ted Kaufman
Context triple: [2020–2021 United States presidential transition, transitionTeamLeader, Ted Kaufman]
  • A. Randall McCormick
    Randall McCormick is a screenwriter best known for his work on action and fantasy films, including the prequel sequel "The Scorpion King 2: Rise of a Warrior."
  • B. Taylor Greene
    Taylor Greene is one of the children of U.S. Representative Marjorie Taylor Greene.
  • C. Tom Coyne
    Tom Coyne was a renowned American mastering engineer known for his work on numerous Grammy-winning and multi-platinum albums across pop, R&B, and hip-hop.
  • D. Bill Kraus
    Bill Kraus was a prominent gay rights and AIDS activist in San Francisco whose advocacy and early warnings about the epidemic were later depicted in the book and film "And the Band Played On."
  • E. Darrell Cartrip
    Darrell Cartrip is an anthropomorphic race car and excitable sports commentator in Pixar's Cars film series.
  • 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: Ted Kaufman
Triple: [2020–2021 United States presidential transition, transitionTeamLeader, Ted Kaufman]
Generated description
Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ted Kaufman
Target entity description: Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
  • A. Randall McCormick
    Randall McCormick is a screenwriter best known for his work on action and fantasy films, including the prequel sequel "The Scorpion King 2: Rise of a Warrior."
  • B. Taylor Greene
    Taylor Greene is one of the children of U.S. Representative Marjorie Taylor Greene.
  • C. Tom Coyne
    Tom Coyne was a renowned American mastering engineer known for his work on numerous Grammy-winning and multi-platinum albums across pop, R&B, and hip-hop.
  • D. Bill Kraus
    Bill Kraus was a prominent gay rights and AIDS activist in San Francisco whose advocacy and early warnings about the epidemic were later depicted in the book and film "And the Band Played On."
  • E. Darrell Cartrip
    Darrell Cartrip is an anthropomorphic race car and excitable sports commentator in Pixar's Cars film series.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: transitionTeamLeader
Context triple: [2020–2021 United States presidential transition, transitionTeamLeader, Ted Kaufman]
  • A. teamLead chosen
    Indicates that one entity serves as the leader or primary coordinator of a team that includes the other entity.
  • B. managedTeamTo
    Indicates that one entity had managerial responsibility or oversight over the specified team.
  • C. managedTeam
    Indicates that one entity had responsibility for directing, supervising, and coordinating the work of another group or team.
  • D. managedTeamFrom
    Indicates that one entity led, directed, or supervised a team originating from or based in another specified entity.
  • E. ledTeamTo
    Indicates that one entity acted as a leader or guiding force that directed a team toward achieving a particular goal, outcome, or success.
  • 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.