Triple
T2725217
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dennis Hastert |
E60174
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Newt Gingrich (as Speaker of the U.S. House of Representatives)
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.
|
E292458
|
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: Newt Gingrich (as Speaker of the U.S. House of Representatives) | Statement: [Dennis Hastert, precededBy, Newt Gingrich (as Speaker of the U.S. House of Representatives)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newt Gingrich (as Speaker of the U.S. House of Representatives) Context triple: [Dennis Hastert, precededBy, Newt Gingrich (as Speaker of the U.S. House of Representatives)]
-
A.
John Boehner
John Boehner is an American Republican politician who served as the 53rd Speaker of the United States House of Representatives.
-
B.
Dennis Hastert
Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
-
C.
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.
-
D.
Christopher Nixon Cox
Christopher Nixon Cox is an American lawyer, political commentator, and grandson of former U.S. President Richard Nixon.
-
E.
Chip Roy
Chip Roy is a conservative Republican politician and attorney serving in the U.S. House of Representatives from Texas.
- 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: Newt Gingrich (as Speaker of the U.S. House of Representatives) Triple: [Dennis Hastert, precededBy, Newt Gingrich (as Speaker of the U.S. House of Representatives)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Newt Gingrich (as Speaker of the U.S. House of Representatives) Target entity description: 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.
-
A.
John Boehner
John Boehner is an American Republican politician who served as the 53rd Speaker of the United States House of Representatives.
-
B.
Dennis Hastert
Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
-
C.
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.
-
D.
Christopher Nixon Cox
Christopher Nixon Cox is an American lawyer, political commentator, and grandson of former U.S. President Richard Nixon.
-
E.
Chip Roy
Chip Roy is a conservative Republican politician and attorney serving in the U.S. House of Representatives from Texas.
- 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_69ab4b746d248190958e052045c09255 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdacd7e24819084a620063e3f7aa4 |
completed | March 7, 2026, 7:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb6982974819089d0ef4a59cc4085 |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb7166d788190ac219fe3c3e164fe |
completed | March 10, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb7acf3588190813bde4428dfe5f4 |
completed | March 10, 2026, 6:18 a.m. |
Created at: March 6, 2026, 9:55 p.m.