Triple
T57376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Argument Without End: In Search of Answers to the Vietnam Tragedy |
E1134
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object |
PublicAffairs
PublicAffairs is an American publishing imprint known for releasing nonfiction books on politics, history, and current affairs.
|
E4064
|
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: PublicAffairs | Statement: [Argument Without End: In Search of Answers to the Vietnam Tragedy, publisher, PublicAffairs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PublicAffairs Context triple: [Argument Without End: In Search of Answers to the Vietnam Tragedy, publisher, PublicAffairs]
-
A.
American Power and the New Mandarins
American Power and the New Mandarins is a 1969 collection of political essays by Noam Chomsky that sharply criticizes U.S. foreign policy and intellectual complicity in the Vietnam War.
-
B.
Thoughts on Government
Thoughts on Government is a 1776 political pamphlet by John Adams that outlines his influential vision for republican government and the separation of powers in the emerging United States.
-
C.
Times Books
Times Books is a publishing imprint known for producing nonfiction works, particularly in the fields of history, politics, and current affairs.
-
D.
The Art and Politics of Science
The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
-
E.
Transactions of the American Philosophical Society
Transactions of the American Philosophical Society is a long-running scholarly journal that publishes monographic studies and research across a wide range of academic disciplines.
- 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: PublicAffairs Triple: [Argument Without End: In Search of Answers to the Vietnam Tragedy, publisher, PublicAffairs]
Generated description
PublicAffairs is an American publishing imprint known for releasing nonfiction books on politics, history, and current affairs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PublicAffairs Target entity description: PublicAffairs is an American publishing imprint known for releasing nonfiction books on politics, history, and current affairs.
-
A.
American Power and the New Mandarins
American Power and the New Mandarins is a 1969 collection of political essays by Noam Chomsky that sharply criticizes U.S. foreign policy and intellectual complicity in the Vietnam War.
-
B.
Thoughts on Government
Thoughts on Government is a 1776 political pamphlet by John Adams that outlines his influential vision for republican government and the separation of powers in the emerging United States.
-
C.
Times Books
Times Books is a publishing imprint known for producing nonfiction works, particularly in the fields of history, politics, and current affairs.
-
D.
The Art and Politics of Science
The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
-
E.
Transactions of the American Philosophical Society
Transactions of the American Philosophical Society is a long-running scholarly journal that publishes monographic studies and research across a wide range of academic disciplines.
- 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_69a248adc5b48190aa8db9fb092fb28a |
completed | Feb. 28, 2026, 1:45 a.m. |
| NER | Named-entity recognition | batch_69a24b1bf2c081908f20e13939b713ff |
completed | Feb. 28, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a24e67187c8190950aec5d9f8ecc60 |
completed | Feb. 28, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69a24f001c588190b7eec6eec4fb5fd9 |
completed | Feb. 28, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a24fccea748190bf167f0d3a6b3f81 |
completed | Feb. 28, 2026, 2:15 a.m. |
Created at: Feb. 28, 2026, 1:50 a.m.