Triple
T7394821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Plouffe |
E170594
|
entity |
| Predicate | workedOn |
P3
|
FINISHED |
| Object |
Tom Harkin 1992 presidential campaign
The Tom Harkin 1992 presidential campaign was the Iowa senator’s progressive, populist bid for the Democratic nomination, emphasizing labor rights and New Deal-style economic policies.
|
E661148
|
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: Tom Harkin 1992 presidential campaign | Statement: [David Plouffe, workedOn, Tom Harkin 1992 presidential campaign]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Harkin 1992 presidential campaign Context triple: [David Plouffe, workedOn, Tom Harkin 1992 presidential campaign]
-
A.
Dick Gephardt 1988 presidential campaign
The Dick Gephardt 1988 presidential campaign was the Democratic congressman’s bid for the U.S. presidency, noted for its strong early showings in the primaries and its populist, pro-labor message.
-
B.
Dick Gephardt 2004 presidential campaign
The Dick Gephardt 2004 presidential campaign was the Missouri congressman’s bid for the Democratic nomination, centered on labor support and Midwestern appeal before ending after a poor showing in the Iowa caucuses.
-
C.
Mac Quayle
Mac Quayle is an Emmy-winning American composer best known for his atmospheric, electronic-driven scores for television series such as Mr. Robot and American Horror Story.
-
D.
Joe Lieberman 2004 presidential campaign
The Joe Lieberman 2004 presidential campaign was the Democratic U.S. senator from Connecticut’s bid for the 2004 Democratic presidential nomination, noted for its centrist positions and early support for the Iraq War.
-
E.
Howard M. Gore
Howard M. Gore was an American politician who served as U.S. Secretary of Agriculture and later as governor of West Virginia in the 1920s.
- 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: Tom Harkin 1992 presidential campaign Triple: [David Plouffe, workedOn, Tom Harkin 1992 presidential campaign]
Generated description
The Tom Harkin 1992 presidential campaign was the Iowa senator’s progressive, populist bid for the Democratic nomination, emphasizing labor rights and New Deal-style economic policies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Harkin 1992 presidential campaign Target entity description: The Tom Harkin 1992 presidential campaign was the Iowa senator’s progressive, populist bid for the Democratic nomination, emphasizing labor rights and New Deal-style economic policies.
-
A.
Dick Gephardt 1988 presidential campaign
The Dick Gephardt 1988 presidential campaign was the Democratic congressman’s bid for the U.S. presidency, noted for its strong early showings in the primaries and its populist, pro-labor message.
-
B.
Dick Gephardt 2004 presidential campaign
The Dick Gephardt 2004 presidential campaign was the Missouri congressman’s bid for the Democratic nomination, centered on labor support and Midwestern appeal before ending after a poor showing in the Iowa caucuses.
-
C.
Mac Quayle
Mac Quayle is an Emmy-winning American composer best known for his atmospheric, electronic-driven scores for television series such as Mr. Robot and American Horror Story.
-
D.
Joe Lieberman 2004 presidential campaign
The Joe Lieberman 2004 presidential campaign was the Democratic U.S. senator from Connecticut’s bid for the 2004 Democratic presidential nomination, noted for its centrist positions and early support for the Iraq War.
-
E.
Howard M. Gore
Howard M. Gore was an American politician who served as U.S. Secretary of Agriculture and later as governor of West Virginia in the 1920s.
- 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_69c68a5f04188190ac266569c9280347 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2279de4819081b8876d02f55388 |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c810fcb1408190a6ed22213bd7830b |
completed | March 28, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c8119611148190ae72e52242798dfe |
completed | March 28, 2026, 5:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8121126e08190a95ab570569158cf |
completed | March 28, 2026, 5:38 p.m. |
Created at: March 27, 2026, 3:09 p.m.