Triple

T8196282
Position Surface form Disambiguated ID Type / Status
Subject Indiana's 4th congressional district E191437 entity
Predicate previousRepresentative P97 FINISHED
Object Steve Buyer
Steve Buyer is an American Republican politician and former U.S. Representative from Indiana who served multiple terms in Congress.
E718466 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: Steve Buyer | Statement: [Indiana's 4th congressional district, previousRepresentative, Steve Buyer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steve Buyer
Context triple: [Indiana's 4th congressional district, previousRepresentative, Steve Buyer]
  • A. Ed Vargo
    Ed Vargo was a prominent Major League Baseball umpire who worked in the National League for over two decades and officiated multiple World Series and All-Star Games.
  • B. Steve Hurley
    Steve Hurley is an American DJ, producer, and remixer known as a pioneering figure in Chicago house music.
  • C. Chris Bauer
    Chris Bauer is an American character actor known for his gritty, often hard-edged roles in film and television, including prominent parts in series like "The Wire," "True Blood," and "The Deuce."
  • D. Bill Burns
    Bill Burns was an American former Major League Baseball pitcher who became notorious as a key gambling intermediary in the 1919 Black Sox World Series fixing scandal.
  • E. Steve Bartels
    Steve Bartels is a music industry executive best known for serving as CEO of Def Jam Recordings, where he oversaw major hip-hop and R&B artists and releases.
  • 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: Steve Buyer
Triple: [Indiana's 4th congressional district, previousRepresentative, Steve Buyer]
Generated description
Steve Buyer is an American Republican politician and former U.S. Representative from Indiana who served multiple terms in Congress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steve Buyer
Target entity description: Steve Buyer is an American Republican politician and former U.S. Representative from Indiana who served multiple terms in Congress.
  • A. Ed Vargo
    Ed Vargo was a prominent Major League Baseball umpire who worked in the National League for over two decades and officiated multiple World Series and All-Star Games.
  • B. Steve Hurley
    Steve Hurley is an American DJ, producer, and remixer known as a pioneering figure in Chicago house music.
  • C. Chris Bauer
    Chris Bauer is an American character actor known for his gritty, often hard-edged roles in film and television, including prominent parts in series like "The Wire," "True Blood," and "The Deuce."
  • D. Bill Burns
    Bill Burns was an American former Major League Baseball pitcher who became notorious as a key gambling intermediary in the 1919 Black Sox World Series fixing scandal.
  • E. Steve Bartels
    Steve Bartels is a music industry executive best known for serving as CEO of Def Jam Recordings, where he oversaw major hip-hop and R&B artists and releases.
  • 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_69ca82c6e9548190a4c5ca14516e4417 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb5c222e7081908aebce9253cfe515 completed March 31, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccedb3cd488190b87e134dd0426a6d completed April 1, 2026, 10:04 a.m.
NEDg Description generation batch_69ccf1b706f08190993f4a75eac5f49c completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05ac594c819087d23a7318fd7704 completed April 1, 2026, 11:46 a.m.
Created at: March 30, 2026, 5:42 p.m.