Triple
T7540903
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 104th United States Congress |
E178270
|
entity |
| Predicate | speakerOfTheHouse |
P3253
|
FINISHED |
| Object | Newt Gingrich |
E292458
|
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: Newt Gingrich | Statement: [104th United States Congress, speakerOfTheHouse, Newt Gingrich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newt Gingrich Context triple: [104th United States Congress, speakerOfTheHouse, Newt Gingrich]
-
A.
Newt Gingrich (as Speaker of the U.S. House of Representatives)
chosen
Newt Gingrich, as Speaker of the U.S. House of Representatives, was a leading Republican figure of the 1990s who drove the “Contract with America” agenda and helped engineer the GOP’s takeover of Congress in 1994.
-
B.
Jack Kemp
Jack Kemp was an American politician, former professional football quarterback, and longtime Republican congressman who served as U.S. Secretary of Housing and Urban Development and was the Republican vice-presidential nominee in 1996.
-
C.
Arnold Gingrich
Arnold Gingrich was an American magazine editor best known as a co-founder and longtime editor of the influential men's magazine Esquire.
-
D.
Alan Keyes
Alan Keyes is a conservative American political activist, former diplomat, and frequent Republican presidential candidate known for his outspoken views on social and moral issues.
-
E.
Ross Perot
Ross Perot was an American billionaire businessman and influential third-party presidential candidate who helped reshape U.S. politics in the 1990s.
- 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_69c69f2be3888190a6667a27f8f195e9 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f873b17081908bb70aea0010d072 |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856b93188819080c769a2a1b122f4 |
completed | March 28, 2026, 10:31 p.m. |
Created at: March 27, 2026, 3:48 p.m.