Triple
T19788657
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wisconsin's 5th congressional district |
E475346
|
entity |
| Predicate | currentRepresentative |
P537
|
FINISHED |
| Object |
Scott L. Fitzgerald
Scott L. Fitzgerald is an American Republican politician from Wisconsin who has served in both the state legislature and the U.S. House of Representatives.
|
E1396189
|
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 L. Fitzgerald | Statement: [Wisconsin's 5th congressional district, currentRepresentative, Scott L. Fitzgerald]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott L. Fitzgerald Context triple: [Wisconsin's 5th congressional district, currentRepresentative, Scott L. Fitzgerald]
-
A.
Scott Fitzgerald
Scott Fitzgerald is a musician best known for his past role as a member of the Canadian rock band Crash Test Dummies.
-
B.
F. Scott Fitzgerald
F. Scott Fitzgerald was a prominent 20th-century American novelist and short story writer best known for portraying the Jazz Age in works such as "The Great Gatsby."
-
C.
Frances Scott Fitzgerald
Frances Scott Fitzgerald was the only child of novelist F. Scott Fitzgerald and Zelda Sayre Fitzgerald, known for her work as a writer, journalist, and translator.
-
D.
Edward Fox Fitzgerald
Edward Fox Fitzgerald was a member of the Anglo-Irish aristocratic FitzGerald family, descended from the revolutionary Irish nobleman Lord Edward FitzGerald.
-
E.
Fitzgerald
Fitzgerald is the middle name of John F. Kennedy, the 35th president of the United States.
- 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 L. Fitzgerald Triple: [Wisconsin's 5th congressional district, currentRepresentative, Scott L. Fitzgerald]
Generated description
Scott L. Fitzgerald is an American Republican politician from Wisconsin who has served in both the state legislature and the U.S. House of Representatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott L. Fitzgerald Target entity description: Scott L. Fitzgerald is an American Republican politician from Wisconsin who has served in both the state legislature and the U.S. House of Representatives.
-
A.
Scott Fitzgerald
Scott Fitzgerald is a musician best known for his past role as a member of the Canadian rock band Crash Test Dummies.
-
B.
F. Scott Fitzgerald
F. Scott Fitzgerald was a prominent 20th-century American novelist and short story writer best known for portraying the Jazz Age in works such as "The Great Gatsby."
-
C.
Frances Scott Fitzgerald
Frances Scott Fitzgerald was the only child of novelist F. Scott Fitzgerald and Zelda Sayre Fitzgerald, known for her work as a writer, journalist, and translator.
-
D.
Edward Fox Fitzgerald
Edward Fox Fitzgerald was a member of the Anglo-Irish aristocratic FitzGerald family, descended from the revolutionary Irish nobleman Lord Edward FitzGerald.
-
E.
Fitzgerald
Fitzgerald is the middle name of John F. Kennedy, the 35th president of the United States.
- 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_69d8e51b014081908b263e167370529a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65389c9ac81909e61b3cbb9213e72 |
completed | April 20, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4fdbf4c8190a9177e87b65fc965 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c90c07a48190b0f23597124b5017 |
completed | May 16, 2026, 1:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c97b33b481909e9b45b37cfe87b3 |
completed | May 16, 2026, 1:33 a.m. |
Created at: April 10, 2026, 1:49 p.m.