Triple

T12029149
Position Surface form Disambiguated ID Type / Status
Subject Information Quality Act E286355 entity
Predicate sponsor P67 FINISHED
Object Jo Ann Emerson
Jo Ann Emerson is an American politician and former U.S. Representative from Missouri known for her work on federal regulatory and information policy.
E1144643 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: Jo Ann Emerson | Statement: [Information Quality Act, sponsor, Jo Ann Emerson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jo Ann Emerson
Context triple: [Information Quality Act, sponsor, Jo Ann Emerson]
  • A. Lou Ann Barton
    Lou Ann Barton is an American blues singer known for her powerful vocals and work in the Austin, Texas music scene, including collaborations with Stevie Ray Vaughan and other prominent blues artists.
  • B. Joyce Johnston
    Joyce Johnston is known as the wife of American record producer Bob Johnston, who worked with major artists such as Bob Dylan and Johnny Cash.
  • C. Ann Allen
    Ann Allen was an early 19th-century settler and the wife of Ann Arbor co-founder John Allen, for whom the city is believed to be named.
  • D. Joyce Hunt
    Joyce Hunt is the wife of British politician John Hunt, Baron Hunt, and a member of the UK political peer’s family.
  • E. Donna Norris
    Donna Norris is best known as the mother of Amber Hagerman, whose 1996 abduction and murder led to the creation of the AMBER Alert child abduction emergency response system.
  • 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: Jo Ann Emerson
Triple: [Information Quality Act, sponsor, Jo Ann Emerson]
Generated description
Jo Ann Emerson is an American politician and former U.S. Representative from Missouri known for her work on federal regulatory and information policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jo Ann Emerson
Target entity description: Jo Ann Emerson is an American politician and former U.S. Representative from Missouri known for her work on federal regulatory and information policy.
  • A. Lou Ann Barton
    Lou Ann Barton is an American blues singer known for her powerful vocals and work in the Austin, Texas music scene, including collaborations with Stevie Ray Vaughan and other prominent blues artists.
  • B. Joyce Johnston
    Joyce Johnston is known as the wife of American record producer Bob Johnston, who worked with major artists such as Bob Dylan and Johnny Cash.
  • C. Ann Allen
    Ann Allen was an early 19th-century settler and the wife of Ann Arbor co-founder John Allen, for whom the city is believed to be named.
  • D. Joyce Hunt
    Joyce Hunt is the wife of British politician John Hunt, Baron Hunt, and a member of the UK political peer’s family.
  • E. Donna Norris
    Donna Norris is best known as the mother of Amber Hagerman, whose 1996 abduction and murder led to the creation of the AMBER Alert child abduction emergency response system.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903f13ae8819097a5740f7c51df82 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd19164481909c2f35fbebf6150e completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fede23eab88190ab026382ba3ea06b completed May 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69fede93c6a88190afc35f9e3f16a6f2 completed May 9, 2026, 7:13 a.m.
Created at: April 8, 2026, 9:47 p.m.