Triple
T20483822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shuler |
E502531
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Heath Shuler as U.S. Congressman from North Carolina
Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Congressman representing a district in western North Carolina.
|
E1434626
|
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: Heath Shuler as U.S. Congressman from North Carolina | Statement: [Shuler, hasNotableBearer, Heath Shuler as U.S. Congressman from North Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heath Shuler as U.S. Congressman from North Carolina Context triple: [Shuler, hasNotableBearer, Heath Shuler as U.S. Congressman from North Carolina]
-
A.
Jeter C. Pritchard as U.S. senator from North Carolina
Jeter C. Pritchard was a Republican politician who served as a United States senator from North Carolina in the late 19th and early 20th centuries.
-
B.
Frank Wolf (portion before redistricting)
Frank Wolf is a long-serving Republican politician who represented Northern Virginia in the U.S. House of Representatives for over three decades.
-
C.
Florida Representative Fred Hawkins
Florida Representative Fred Hawkins is a Republican state legislator from Florida known for sponsoring high-profile legislation, including the 2023 bill restructuring Disney’s special governing district.
-
D.
North Carolina congressional delegation
The North Carolina congressional delegation is the group of elected U.S. Senators and Representatives who represent the state of North Carolina in the United States Congress.
-
E.
Representative Don Fuqua
Representative Don Fuqua was a Democratic congressman from Florida who served in the U.S. House of Representatives from 1963 to 1987 and was known for his leadership on science, technology, and space policy.
- 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: Heath Shuler as U.S. Congressman from North Carolina Triple: [Shuler, hasNotableBearer, Heath Shuler as U.S. Congressman from North Carolina]
Generated description
Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Congressman representing a district in western North Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heath Shuler as U.S. Congressman from North Carolina Target entity description: Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Congressman representing a district in western North Carolina.
-
A.
Jeter C. Pritchard as U.S. senator from North Carolina
Jeter C. Pritchard was a Republican politician who served as a United States senator from North Carolina in the late 19th and early 20th centuries.
-
B.
Frank Wolf (portion before redistricting)
Frank Wolf is a long-serving Republican politician who represented Northern Virginia in the U.S. House of Representatives for over three decades.
-
C.
Florida Representative Fred Hawkins
Florida Representative Fred Hawkins is a Republican state legislator from Florida known for sponsoring high-profile legislation, including the 2023 bill restructuring Disney’s special governing district.
-
D.
North Carolina congressional delegation
The North Carolina congressional delegation is the group of elected U.S. Senators and Representatives who represent the state of North Carolina in the United States Congress.
-
E.
Representative Don Fuqua
Representative Don Fuqua was a Democratic congressman from Florida who served in the U.S. House of Representatives from 1963 to 1987 and was known for his leadership on science, technology, and space policy.
- 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_69e0b4af32848190aea80682b44d5d6e |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e69b58c4b4819083d0ba2397dbfb0b |
completed | April 20, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0893afefc881909807cd3a2eb92fcf |
completed | May 16, 2026, 3:56 p.m. |
| NEDg | Description generation | batch_6a0894753bb08190a9c07a9264b2b292 |
completed | May 16, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08952b742c8190b00f806ab772e46d |
completed | May 16, 2026, 4:02 p.m. |
Created at: April 16, 2026, 11:34 a.m.