Triple
T7648570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1994 United States House of Representatives elections |
E173187
|
entity |
| Predicate | resultingSpeakerOfTheHouse |
P25168
|
FINISHED |
| Object | Newt Gingrich |
E292458
|
NE FINISHED |
How this triple was built (3 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: [1994 United States House of Representatives elections, resultingSpeakerOfTheHouse, Newt Gingrich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newt Gingrich Context triple: [1994 United States House of Representatives elections, resultingSpeakerOfTheHouse, 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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: resultingSpeakerOfTheHouse Context triple: [1994 United States House of Representatives elections, resultingSpeakerOfTheHouse, Newt Gingrich]
-
A.
SpeakerOfTheHouse
chosen
Indicates that the subject holds the position of Speaker of the House in a legislative body, presiding over its sessions and proceedings.
-
B.
majorityLeaderOfTheHouse
Indicates that the subject serves as the primary elected leader of the majority party in a legislative house, responsible for managing its agenda and floor activities.
-
C.
houseMinorityLeader
Indicates the relationship in which a person holds the position of leader of the minority party in a legislative house.
-
D.
currentSpeakerAssumedOffice
Indicates that the person who is currently serving as speaker has taken up or begun holding a particular office or position.
-
E.
majorityLeaderOfTheSenate
Indicates that one entity holds the position of majority leader in the Senate, serving as the primary legislative and strategic leader for the majority party in that chamber in relation to the Senate entity.
- F. None of above.
Provenance (4 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_69c6995473348190a4f41d110d619a18 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c6fb134a40819097f9de5f24d1df0f |
completed | March 27, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89ada2a54819098672d45ab56f784 |
completed | March 29, 2026, 3:22 a.m. |
| PD | Predicate disambiguation | batch_69c6f4e9ef1c81909c8bff716541ac1f |
completed | March 27, 2026, 9:21 p.m. |
Created at: March 27, 2026, 3:58 p.m.