Triple

T4399058
Position Surface form Disambiguated ID Type / Status
Subject National Commission on Fiscal Responsibility and Reform E99567 entity
Predicate member P10 FINISHED
Object Tom Coburn
Tom Coburn was a conservative Republican U.S. senator and physician from Oklahoma known for his strong stance on fiscal restraint and government spending cuts.
 E437758 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: Tom Coburn | Statement: [National Commission on Fiscal Responsibility and Reform, member, Tom Coburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Coburn
Context triple: [National Commission on Fiscal Responsibility and Reform, member, Tom Coburn]
  • A. Michael McCaul
    Michael McCaul is a Republican U.S. Representative from Texas who has served in Congress since 2005 and is known for his work on national security and foreign affairs.
  • B. Cynthia Lummis
    Cynthia Lummis is a Republican politician from Wyoming who has served as both a U.S. representative and the state's first female U.S. senator.
  • C. Rand Paul
    Rand Paul is a U.S. Senator from Kentucky and a prominent libertarian-leaning Republican known for his advocacy of limited government and civil liberties.
  • D. Orrin Hatch
    Orrin Hatch was a long-serving Republican U.S. senator from Utah who became one of the most influential lawmakers in Congress, including service as president pro tempore of the Senate.
  • E. Ben Sasse
    Ben Sasse is an American academic and politician who served as a U.S. Senator from Nebraska before becoming president of the University of Florida.
  • 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: Tom Coburn
Triple: [National Commission on Fiscal Responsibility and Reform, member, Tom Coburn]
Generated description
Tom Coburn was a conservative Republican U.S. senator and physician from Oklahoma known for his strong stance on fiscal restraint and government spending cuts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Coburn
Target entity description: Tom Coburn was a conservative Republican U.S. senator and physician from Oklahoma known for his strong stance on fiscal restraint and government spending cuts.
  • A. Michael McCaul
    Michael McCaul is a Republican U.S. Representative from Texas who has served in Congress since 2005 and is known for his work on national security and foreign affairs.
  • B. Cynthia Lummis
    Cynthia Lummis is a Republican politician from Wyoming who has served as both a U.S. representative and the state's first female U.S. senator.
  • C. Rand Paul
    Rand Paul is a U.S. Senator from Kentucky and a prominent libertarian-leaning Republican known for his advocacy of limited government and civil liberties.
  • D. Orrin Hatch
    Orrin Hatch was a long-serving Republican U.S. senator from Utah who became one of the most influential lawmakers in Congress, including service as president pro tempore of the Senate.
  • E. Ben Sasse
    Ben Sasse is an American academic and politician who served as a U.S. Senator from Nebraska before becoming president of the University of Florida.
  • 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_69b5f5f2310c8190934ba9768b68dd45 completed March 14, 2026, 11:57 p.m.
NEDg Description generation batch_69b5f689da008190ae5bd42af1f95bfa completed March 15, 2026, midnight
NED2 Entity disambiguation (via description) batch_69b5f72f5dac819081f98d835c467aca completed March 15, 2026, 12:02 a.m.
Created at: March 12, 2026, 11:20 p.m.