Triple
T2665542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas's 22nd congressional district |
E55625
|
entity |
| Predicate | notableFormerRepresentative |
P5750
|
FINISHED |
| Object | Ron Paul |
E178180
|
NE FINISHED |
How this triple was built (2 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: Ron Paul | Statement: [Texas's 22nd congressional district, notableFormerRepresentative, Ron Paul]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ron Paul Context triple: [Texas's 22nd congressional district, notableFormerRepresentative, Ron Paul]
-
A.
Ron Paul
chosen
Ron Paul is an American physician and libertarian politician known for his long-serving role in the U.S. House of Representatives and his influential advocacy for limited government, non-interventionist foreign policy, and sound money.
-
B.
Rand Paul
Rand Paul is a U.S. Senator from Kentucky and a prominent libertarian-leaning Republican known for his advocacy of limited government and civil liberties.
-
C.
Michael McCaul
Michael McCaul is a Republican U.S. Representative from Texas who has served in Congress since 2005 and is known for his work on national security and foreign affairs.
-
D.
Paul Ryan
Paul Ryan is an American Republican politician who served as the 54th Speaker of the U.S. House of Representatives and was the 2012 Republican nominee for vice president.
-
E.
Don Roberts
Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96ed2748190a4feae98199b459d |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa058fdd08190a355fc8131cd6695 |
completed | March 10, 2026, 4:38 a.m. |
Created at: March 6, 2026, 9:54 p.m.