Triple
T19710924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arizona's 1st congressional district |
E473341
|
entity |
| Predicate | currentRepresentative |
P537
|
FINISHED |
| Object |
David Schweikert
David Schweikert is a Republican U.S. Congressman from Arizona known for his fiscal conservatism and focus on tax and budget policy.
|
E1390891
|
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: David Schweikert | Statement: [Arizona's 1st congressional district, currentRepresentative, David Schweikert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Schweikert Context triple: [Arizona's 1st congressional district, currentRepresentative, David Schweikert]
-
A.
Bryan Steil
Bryan Steil is a Republican U.S. Representative and attorney serving in Congress on behalf of southeastern Wisconsin.
-
B.
Scott Peters
Scott Peters is a television writer and producer best known for co-creating the science fiction series "The 4400."
-
C.
Tom Ehlers
Tom Ehlers is an individual notable enough to be recognized as a namesake of the surname Ehlers, though specific widely known biographical details are not clearly established.
-
D.
Justin Wilcox
Justin Wilcox is an American college football coach best known as the head coach of the University of California, Berkeley Golden Bears.
-
E.
Ron Estes
Ron Estes is a Republican politician serving as the U.S. Representative for Kansas's 4th congressional district.
- 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: David Schweikert Triple: [Arizona's 1st congressional district, currentRepresentative, David Schweikert]
Generated description
David Schweikert is a Republican U.S. Congressman from Arizona known for his fiscal conservatism and focus on tax and budget policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Schweikert Target entity description: David Schweikert is a Republican U.S. Congressman from Arizona known for his fiscal conservatism and focus on tax and budget policy.
-
A.
Bryan Steil
Bryan Steil is a Republican U.S. Representative and attorney serving in Congress on behalf of southeastern Wisconsin.
-
B.
Scott Peters
Scott Peters is a television writer and producer best known for co-creating the science fiction series "The 4400."
-
C.
Tom Ehlers
Tom Ehlers is an individual notable enough to be recognized as a namesake of the surname Ehlers, though specific widely known biographical details are not clearly established.
-
D.
Justin Wilcox
Justin Wilcox is an American college football coach best known as the head coach of the University of California, Berkeley Golden Bears.
-
E.
Ron Estes
Ron Estes is a Republican politician serving as the U.S. Representative for Kansas's 4th congressional district.
- 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_69d8e516dd048190a0b6c93ea3e71f58 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e64407ed208190944ae43b5e44bbdc |
completed | April 20, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ab9ea0708190ba465450a31e5aef |
completed | May 15, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_6a07ac97c68c819094b8013f6134ba8a |
completed | May 15, 2026, 11:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ae88e76481908b9a6fda698eec12 |
completed | May 15, 2026, 11:38 p.m. |
Created at: April 10, 2026, 1:46 p.m.