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.