Triple
T14910676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wisconsin's 2nd congressional district |
E371251
|
entity |
| Predicate | previousNotableRepresentative |
P36758
|
FINISHED |
| Object |
Scott Klug
Scott Klug is a former Republican U.S. Representative who served multiple terms in Congress during the 1990s, representing a Madison-area district in Wisconsin.
|
E1132842
|
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: Scott Klug | Statement: [Wisconsin's 2nd congressional district, previousNotableRepresentative, Scott Klug]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott Klug Context triple: [Wisconsin's 2nd congressional district, previousNotableRepresentative, Scott Klug]
-
A.
Jim Spavital
Jim Spavital was an American football coach and former player best known for his coaching roles in various professional and collegiate leagues, including the World Football League.
-
B.
Matthew Salsberg
Matthew Salsberg is a television writer and producer best known for his work on the dark comedy series "Weeds."
-
C.
Chris Klein
Chris Klein is a former American professional soccer player who later became a sports executive, notably serving as president of Major League Soccer’s LA Galaxy.
-
D.
Chris Klein
Chris Klein is an American actor best known for his breakout role as Oz in the teen comedy film series "American Pie."
-
E.
Jeff Kleeman
Jeff Kleeman is a film producer and screenwriter known for his work on major studio projects, including co-writing the 2015 adaptation of "The Man from U.N.C.L.E."
- 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: Scott Klug Triple: [Wisconsin's 2nd congressional district, previousNotableRepresentative, Scott Klug]
Generated description
Scott Klug is a former Republican U.S. Representative who served multiple terms in Congress during the 1990s, representing a Madison-area district in Wisconsin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott Klug Target entity description: Scott Klug is a former Republican U.S. Representative who served multiple terms in Congress during the 1990s, representing a Madison-area district in Wisconsin.
-
A.
Jim Spavital
Jim Spavital was an American football coach and former player best known for his coaching roles in various professional and collegiate leagues, including the World Football League.
-
B.
Matthew Salsberg
Matthew Salsberg is a television writer and producer best known for his work on the dark comedy series "Weeds."
-
C.
Chris Klein
Chris Klein is a former American professional soccer player who later became a sports executive, notably serving as president of Major League Soccer’s LA Galaxy.
-
D.
Chris Klein
Chris Klein is an American actor best known for his breakout role as Oz in the teen comedy film series "American Pie."
-
E.
Jeff Kleeman
Jeff Kleeman is a film producer and screenwriter known for his work on major studio projects, including co-writing the 2015 adaptation of "The Man from U.N.C.L.E."
- 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_69d85cc7ea3481908228b5acb7d06f12 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded61c6b9c8190a92934d49b98fe46 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9dc0fa288190935ddd3ce61f3721 |
completed | May 9, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69fe9eccbc748190b6c6e663d2637b81 |
completed | May 9, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe9f2ea6f881908edec9e38228fd56 |
completed | May 9, 2026, 2:42 a.m. |
Created at: April 10, 2026, 2:26 a.m.