Triple
T18907238
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kansas's 1st congressional district |
E462493
|
entity |
| Predicate | historicalRepresentative |
P36758
|
FINISHED |
| Object |
Tim Huelskamp
Tim Huelskamp is an American Republican politician and former U.S. Representative known for his staunch fiscal and social conservatism and alignment with the Tea Party movement.
|
E1351823
|
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: Tim Huelskamp | Statement: [Kansas's 1st congressional district, historicalRepresentative, Tim Huelskamp]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tim Huelskamp Context triple: [Kansas's 1st congressional district, historicalRepresentative, Tim Huelskamp]
-
A.
Steve Jolley
Steve Jolley is a British songwriter and record producer best known as part of the 1980s pop production and writing duo Jolley & Swain, who worked with artists such as Bananarama and Spandau Ballet.
-
B.
Taylor Greene
Taylor Greene is one of the children of U.S. Representative Marjorie Taylor Greene.
-
C.
Lamar S. Smith
Lamar S. Smith is a former Republican U.S. Representative from Texas known for his influential role in technology and intellectual property legislation, including authoring the controversial Stop Online Piracy Act (SOPA).
-
D.
Ted Kaufman
Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
-
E.
Stephen R. Gregg
Stephen R. Gregg was a decorated American soldier and Medal of Honor recipient from World War II.
- 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: Tim Huelskamp Triple: [Kansas's 1st congressional district, historicalRepresentative, Tim Huelskamp]
Generated description
Tim Huelskamp is an American Republican politician and former U.S. Representative known for his staunch fiscal and social conservatism and alignment with the Tea Party movement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tim Huelskamp Target entity description: Tim Huelskamp is an American Republican politician and former U.S. Representative known for his staunch fiscal and social conservatism and alignment with the Tea Party movement.
-
A.
Steve Jolley
Steve Jolley is a British songwriter and record producer best known as part of the 1980s pop production and writing duo Jolley & Swain, who worked with artists such as Bananarama and Spandau Ballet.
-
B.
Taylor Greene
Taylor Greene is one of the children of U.S. Representative Marjorie Taylor Greene.
-
C.
Lamar S. Smith
Lamar S. Smith is a former Republican U.S. Representative from Texas known for his influential role in technology and intellectual property legislation, including authoring the controversial Stop Online Piracy Act (SOPA).
-
D.
Ted Kaufman
Ted Kaufman is an American politician and longtime adviser to Joe Biden who briefly served as a U.S. senator from Delaware and later helped oversee Biden’s presidential transition.
-
E.
Stephen R. Gregg
Stephen R. Gregg was a decorated American soldier and Medal of Honor recipient from World War II.
- 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_69d8dcfd05bc819088903cca13cc2846 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c52dcb948190a5b6a783512bf7d6 |
completed | April 20, 2026, 6:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05ad2aaa388190914089d506fbc8e8 |
completed | May 14, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_6a05af1c16d88190824761e4eebae68b |
completed | May 14, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05af5865708190aa8383cffc4eebe9 |
completed | May 14, 2026, 11:17 a.m. |
Created at: April 10, 2026, 11:58 a.m.