Triple
T6336420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Preface to Democratic Theory |
E142501
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Robert A. Dahl |
E26717
|
NE FINISHED |
How this triple was built (2 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: Robert A. Dahl | Statement: [A Preface to Democratic Theory, author, Robert A. Dahl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert A. Dahl Context triple: [A Preface to Democratic Theory, author, Robert A. Dahl]
-
A.
Robert A. Dahl
chosen
Robert A. Dahl was a highly influential American political scientist best known for his work on pluralist democracy and theories of political power.
-
B.
Gabriel A. Almond
Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
-
C.
David Easton
David Easton was a prominent Canadian-born political scientist best known for developing systems theory in political science and significantly shaping the field’s behavioral revolution.
-
D.
Arend Lijphart
Arend Lijphart is a Dutch-American political scientist renowned for his influential work on consociational democracy and comparative political institutions.
-
E.
Seymour Martin Lipset
Seymour Martin Lipset was a prominent American sociologist and political scientist known for his influential work on democracy, political behavior, and the social conditions underpinning stable democratic systems.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c008d4d8e88190ad301c05b08722ac |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0654c63508190b51f7b622388e5ad |
completed | March 22, 2026, 9:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640aceaf88190bff029848444e23a |
completed | March 27, 2026, 8:32 a.m. |
Created at: March 22, 2026, 4:30 p.m.