Triple

T7535845
Position Surface form Disambiguated ID Type / Status
Subject Oregon congressional delegation E178148 entity
Predicate currentRepresentative P537 FINISHED
Object Lori Chavez-DeRemer
Lori Chavez-DeRemer is a Republican politician serving in the U.S. House of Representatives from Oregon.
E676867 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: Lori Chavez-DeRemer | Statement: [Oregon congressional delegation, currentRepresentative, Lori Chavez-DeRemer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lori Chavez-DeRemer
Context triple: [Oregon congressional delegation, currentRepresentative, Lori Chavez-DeRemer]
  • A. Suzanne Bonamici
    Suzanne Bonamici is a Democratic U.S. Representative and attorney who has served in Congress since 2012, focusing on education, consumer protection, and environmental issues.
  • B. Marie Gluesenkamp Perez
    Marie Gluesenkamp Perez is an American Democratic politician and small business owner serving as the U.S. Representative for Washington's 3rd congressional district.
  • C. Laverne DeFazio
    Laverne DeFazio is a tough, wisecracking Milwaukee brewery worker and one of the two main characters on the classic American sitcom "Laverne & Shirley."
  • D. Zoe Lofgren
    Zoe Lofgren is a long-serving Democratic U.S. Representative from California known for her leadership on immigration and technology policy and her prominent roles in major congressional investigations and impeachment proceedings.
  • E. Nancy Daly
    Nancy Daly was a prominent Los Angeles philanthropist and civic leader known for her work on child welfare and education initiatives.
  • 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: Lori Chavez-DeRemer
Triple: [Oregon congressional delegation, currentRepresentative, Lori Chavez-DeRemer]
Generated description
Lori Chavez-DeRemer is a Republican politician serving in the U.S. House of Representatives from Oregon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lori Chavez-DeRemer
Target entity description: Lori Chavez-DeRemer is a Republican politician serving in the U.S. House of Representatives from Oregon.
  • A. Suzanne Bonamici
    Suzanne Bonamici is a Democratic U.S. Representative and attorney who has served in Congress since 2012, focusing on education, consumer protection, and environmental issues.
  • B. Marie Gluesenkamp Perez
    Marie Gluesenkamp Perez is an American Democratic politician and small business owner serving as the U.S. Representative for Washington's 3rd congressional district.
  • C. Laverne DeFazio
    Laverne DeFazio is a tough, wisecracking Milwaukee brewery worker and one of the two main characters on the classic American sitcom "Laverne & Shirley."
  • D. Zoe Lofgren
    Zoe Lofgren is a long-serving Democratic U.S. Representative from California known for her leadership on immigration and technology policy and her prominent roles in major congressional investigations and impeachment proceedings.
  • E. Nancy Daly
    Nancy Daly was a prominent Los Angeles philanthropist and civic leader known for her work on child welfare and education initiatives.
  • 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84c13208190971096a0b81b0ff2 completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86834713481908400504fb7b49068 completed March 28, 2026, 11:45 p.m.
NEDg Description generation batch_69c8699f5c008190be32da0a096cbb29 completed March 28, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69c86abe53b08190b9fbd17d83cbe7c3 completed March 28, 2026, 11:56 p.m.
Created at: March 27, 2026, 3:47 p.m.