Triple

T2329607
Position Surface form Disambiguated ID Type / Status
Subject Texas's 7th congressional district E48370 entity
Predicate currentRepresentative P537 FINISHED
Object Lizzie Fletcher
Lizzie Fletcher is a Democratic U.S. Representative and attorney serving in Congress for a suburban district in the Houston, Texas area.
E255926 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: Lizzie Fletcher | Statement: [Texas's 7th congressional district, currentRepresentative, Lizzie Fletcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lizzie Fletcher
Context triple: [Texas's 7th congressional district, currentRepresentative, Lizzie Fletcher]
  • A. Kayla McBride
    Kayla McBride is an American professional basketball player and former Notre Dame standout known for her scoring ability and success in the WNBA and overseas.
  • B. Lindsey Collins
    Lindsey Collins is an American film producer at Pixar Animation Studios, best known for producing the animated feature "Finding Dory."
  • C. Maya Harris
    Maya Harris is an American lawyer, public policy advocate, and political strategist who has served as a senior advisor on major Democratic campaigns and in civil rights organizations.
  • D. JoAnna Garcia Swisher
    JoAnna Garcia Swisher is an American actress known for her television roles in series such as "Reba," "Privileged," and "Sweet Magnolias."
  • E. Courtney Hodges
    Courtney Hodges was a senior U.S. Army general in World War II who led First Army in Western Europe, playing a key role in the Allied advance from Normandy into Germany.
  • 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: Lizzie Fletcher
Triple: [Texas's 7th congressional district, currentRepresentative, Lizzie Fletcher]
Generated description
Lizzie Fletcher is a Democratic U.S. Representative and attorney serving in Congress for a suburban district in the Houston, Texas area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lizzie Fletcher
Target entity description: Lizzie Fletcher is a Democratic U.S. Representative and attorney serving in Congress for a suburban district in the Houston, Texas area.
  • A. Kayla McBride
    Kayla McBride is an American professional basketball player and former Notre Dame standout known for her scoring ability and success in the WNBA and overseas.
  • B. Lindsey Collins
    Lindsey Collins is an American film producer at Pixar Animation Studios, best known for producing the animated feature "Finding Dory."
  • C. Maya Harris
    Maya Harris is an American lawyer, public policy advocate, and political strategist who has served as a senior advisor on major Democratic campaigns and in civil rights organizations.
  • D. JoAnna Garcia Swisher
    JoAnna Garcia Swisher is an American actress known for her television roles in series such as "Reba," "Privileged," and "Sweet Magnolias."
  • E. Courtney Hodges
    Courtney Hodges was a senior U.S. Army general in World War II who led First Army in Western Europe, playing a key role in the Allied advance from Normandy into Germany.
  • 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_69a88aa308a88190b0b86c011fda7fce completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc667235c819086140af9db961203 completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae8974ab8c81908ec2bddcc882cf42 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8a084b388190a6d79df8d94b236d completed March 9, 2026, 8:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae8a895b6c8190bfd064742e3cc4f8 completed March 9, 2026, 8:53 a.m.
Created at: March 4, 2026, 7:50 p.m.