Triple
T3022498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1998 California gubernatorial election |
E82494
|
entity |
| Predicate | hasLoser |
P13508
|
FINISHED |
| Object |
Dan Lungren
Dan Lungren is an American Republican politician and former California Attorney General who later served as a U.S. Representative in Congress.
|
E320809
|
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: Dan Lungren | Statement: [1998 California gubernatorial election, hasLoser, Dan Lungren]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Lungren Context triple: [1998 California gubernatorial election, hasLoser, Dan Lungren]
-
A.
Ron Dellums
Ron Dellums was a prominent African American congressman and anti-war activist from California known for his leadership on civil rights, social justice, and opposition to apartheid.
-
B.
John Garamendi
John Garamendi is an American politician and public official who has served in roles including California insurance commissioner and U.S. Representative.
-
C.
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."
-
D.
Newton Cantwell
Newton Cantwell was a Jehovah’s Witness whose door-to-door religious advocacy led to the landmark U.S. Supreme Court case Cantwell v. Connecticut, which significantly expanded First Amendment protections for religious freedom and free speech.
-
E.
Joshua Hastert
Joshua Hastert is an American businessman and the son of former U.S. Speaker of the House Dennis Hastert.
- 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: Dan Lungren Triple: [1998 California gubernatorial election, hasLoser, Dan Lungren]
Generated description
Dan Lungren is an American Republican politician and former California Attorney General who later served as a U.S. Representative in Congress.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dan Lungren Target entity description: Dan Lungren is an American Republican politician and former California Attorney General who later served as a U.S. Representative in Congress.
-
A.
Ron Dellums
Ron Dellums was a prominent African American congressman and anti-war activist from California known for his leadership on civil rights, social justice, and opposition to apartheid.
-
B.
John Garamendi
John Garamendi is an American politician and public official who has served in roles including California insurance commissioner and U.S. Representative.
-
C.
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."
-
D.
Newton Cantwell
Newton Cantwell was a Jehovah’s Witness whose door-to-door religious advocacy led to the landmark U.S. Supreme Court case Cantwell v. Connecticut, which significantly expanded First Amendment protections for religious freedom and free speech.
-
E.
Joshua Hastert
Joshua Hastert is an American businessman and the son of former U.S. Speaker of the House Dennis Hastert.
- 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_69ad8b1fb34081908c1b873e2b7273e1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a963034819093d96566e9b0cea9 |
completed | March 8, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1deafdcb881908174331d5bfc6349 |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1df36fc448190856cda08f83feded |
completed | March 11, 2026, 9:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1dfae6bb48190828820eae70e2f84 |
completed | March 11, 2026, 9:33 p.m. |
Created at: March 8, 2026, 3 p.m.