Triple

T4399068
Position Surface form Disambiguated ID Type / Status
Subject National Commission on Fiscal Responsibility and Reform E99567 entity
Predicate member P10 FINISHED
Object Ann Fudge
Ann Fudge is an American business executive and former CEO of Young & Rubicam known for her leadership in corporate America and service on various public and nonprofit boards.
E435529 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: Ann Fudge | Statement: [National Commission on Fiscal Responsibility and Reform, member, Ann Fudge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ann Fudge
Context triple: [National Commission on Fiscal Responsibility and Reform, member, Ann Fudge]
  • A. Lacey Beaty
    Lacey Beaty is an American politician who serves as the mayor of Beaverton, Oregon, and is known for being the city's first female mayor.
  • B. Chellie Pingree
    Chellie Pingree is an American Democratic politician and U.S. Representative from Maine known for her work on environmental, agricultural, and campaign finance reform issues.
  • C. Toni Estes
    Toni Estes is an American R&B singer and songwriter known for her work in the late 1990s and early 2000s, including collaborations with prominent artists and contributions to contemporary R&B tracks.
  • D. Judith Kilpatrick
    Judith Kilpatrick is a notable individual recognized as a prominent bearer of the surname Kilpatrick.
  • E. Cynthia Murphy
    Cynthia Murphy is a central maternal character in the musical "Dear Evan Hansen," known as the caring but emotionally strained mother of Connor and Zoe Murphy.
  • 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: Ann Fudge
Triple: [National Commission on Fiscal Responsibility and Reform, member, Ann Fudge]
Generated description
Ann Fudge is an American business executive and former CEO of Young & Rubicam known for her leadership in corporate America and service on various public and nonprofit boards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ann Fudge
Target entity description: Ann Fudge is an American business executive and former CEO of Young & Rubicam known for her leadership in corporate America and service on various public and nonprofit boards.
  • A. Lacey Beaty
    Lacey Beaty is an American politician who serves as the mayor of Beaverton, Oregon, and is known for being the city's first female mayor.
  • B. Chellie Pingree
    Chellie Pingree is an American Democratic politician and U.S. Representative from Maine known for her work on environmental, agricultural, and campaign finance reform issues.
  • C. Toni Estes
    Toni Estes is an American R&B singer and songwriter known for her work in the late 1990s and early 2000s, including collaborations with prominent artists and contributions to contemporary R&B tracks.
  • D. Judith Kilpatrick
    Judith Kilpatrick is a notable individual recognized as a prominent bearer of the surname Kilpatrick.
  • E. Cynthia Murphy
    Cynthia Murphy is a central maternal character in the musical "Dear Evan Hansen," known as the caring but emotionally strained mother of Connor and Zoe Murphy.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352cc4ab081908bc45d2f76cd4da8 completed March 12, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e53d34cc81909969d86efc441dee completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e6562abc8190bbd7b8ffdfcd0f14 completed March 14, 2026, 10:51 p.m.
NED2 Entity disambiguation (via description) batch_69b5e6b800d48190bed53f28b767471e completed March 14, 2026, 10:52 p.m.
Created at: March 12, 2026, 11:20 p.m.