Triple

T3059369
Position Surface form Disambiguated ID Type / Status
Subject Georgia's 3rd congressional district E60558 entity
Predicate currentRepresentative P537 FINISHED
Object Drew Ferguson
Drew Ferguson is an American Republican politician and dentist serving as a U.S. Representative from Georgia.
 E340112 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: Drew Ferguson | Statement: [Georgia's 3rd congressional district, currentRepresentative, Drew Ferguson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Drew Ferguson
Context triple: [Georgia's 3rd congressional district, currentRepresentative, Drew Ferguson]
  • A. Drew Bagnell
    Drew Bagnell is a roboticist and machine learning researcher known for his work in autonomous systems and his role as a co-founder and chief scientist at Aurora Innovation.
  • B. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • C. Drew Hansen
    Drew Hansen is an American lawyer, author, and Democratic politician who has served in the Washington State Legislature.
  • D. Dustin O’Halloran
    Dustin O’Halloran is an American pianist and composer known for his emotive solo piano works and acclaimed film and television scores.
  • E. Dylan Highsmith
    Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
  • 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: Drew Ferguson
Triple: [Georgia's 3rd congressional district, currentRepresentative, Drew Ferguson]
Generated description
Drew Ferguson is an American Republican politician and dentist serving as a U.S. Representative from Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Drew Ferguson
Target entity description: Drew Ferguson is an American Republican politician and dentist serving as a U.S. Representative from Georgia.
  • A. Drew Bagnell
    Drew Bagnell is a roboticist and machine learning researcher known for his work in autonomous systems and his role as a co-founder and chief scientist at Aurora Innovation.
  • B. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • C. Drew Hansen
    Drew Hansen is an American lawyer, author, and Democratic politician who has served in the Washington State Legislature.
  • D. Dustin O’Halloran
    Dustin O’Halloran is an American pianist and composer known for his emotive solo piano works and acclaimed film and television scores.
  • E. Dylan Highsmith
    Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
  • 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_69ad8578137c81908259dcb27c7d6d7c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ad9e9cf9188190b43f50edc009030d completed March 8, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69b276d6aaec8190b741e58790c4af23 completed March 12, 2026, 8:18 a.m.
NEDg Description generation batch_69b27b15581881908426ed673e8e37e8 completed March 12, 2026, 8:36 a.m.
NED2 Entity disambiguation (via description) batch_69b27ba3262c8190ad3a0e5bea079422 completed March 12, 2026, 8:38 a.m.
Created at: March 8, 2026, 3:02 p.m.