Triple
T16176611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arnold Gingrich |
E392579
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Gingrich
Gingrich is a surname most prominently associated with American political figure Newt Gingrich, former Speaker of the U.S. House of Representatives.
|
E1197141
|
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: Gingrich | Statement: [Arnold Gingrich, familyName, Gingrich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gingrich Context triple: [Arnold Gingrich, familyName, Gingrich]
-
A.
Gary Bauer
Gary Bauer is an American conservative activist and former U.S. presidential candidate known for his strong evangelical Christian views and leadership roles in right-wing political organizations.
-
B.
Cheney
Cheney is an American author and former Second Lady of the United States, known for her work on U.S. history and for being married to former Vice President Dick Cheney.
-
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.
Andrew Card
Andrew Card is an American politician and government official best known for serving as White House Chief of Staff under President George W. Bush.
-
E.
Ron Donald
Ron Donald is a central character in the comedy series "Party Down," known as the earnest but hapless team leader of a struggling catering company.
- 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: Gingrich Triple: [Arnold Gingrich, familyName, Gingrich]
Generated description
Gingrich is a surname most prominently associated with American political figure Newt Gingrich, former Speaker of the U.S. House of Representatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gingrich Target entity description: Gingrich is a surname most prominently associated with American political figure Newt Gingrich, former Speaker of the U.S. House of Representatives.
-
A.
Gary Bauer
Gary Bauer is an American conservative activist and former U.S. presidential candidate known for his strong evangelical Christian views and leadership roles in right-wing political organizations.
-
B.
Cheney
Cheney is an American author and former Second Lady of the United States, known for her work on U.S. history and for being married to former Vice President Dick Cheney.
-
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.
Andrew Card
Andrew Card is an American politician and government official best known for serving as White House Chief of Staff under President George W. Bush.
-
E.
Ron Donald
Ron Donald is a central character in the comedy series "Party Down," known as the earnest but hapless team leader of a struggling catering company.
- 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21ebb7d048190beba4b584f87d5b0 |
completed | April 17, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7c11bc881909211a668f48092aa |
completed | May 10, 2026, 3:13 a.m. |
| NEDg | Description generation | batch_69fff83b56288190a139f6fbf7b4d1b3 |
completed | May 10, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff89eb66481909441b9bdfcada550 |
completed | May 10, 2026, 3:16 a.m. |
Created at: April 10, 2026, 5:02 a.m.