Triple
T13755008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Democracy: The God That Failed |
E330452
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object |
Transaction Publishers
Transaction Publishers was an academic publishing house known for releasing scholarly works in the social sciences, including influential titles in political theory and economics.
|
E1060715
|
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: Transaction Publishers | Statement: [Democracy: The God That Failed, publisher, Transaction Publishers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transaction Publishers Context triple: [Democracy: The God That Failed, publisher, Transaction Publishers]
-
A.
Triangle Publications
Triangle Publications was a major American media company founded by Walter Annenberg, best known for publishing magazines such as TV Guide and Seventeen.
-
B.
Nine Publishing
Nine Publishing is an Australian media company that operates newspapers, digital news platforms, and other publishing assets under the broader Nine Entertainment Co. media group.
-
C.
Forum Publishing
Forum Publishing is a publishing house known for releasing works such as "COVID-19: The Great Reset," which explores global economic and societal transformations in the wake of the pandemic.
-
D.
PS Publishing
PS Publishing is a British small press specializing in high-quality limited editions of speculative fiction, including horror, fantasy, and science fiction.
-
E.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
- 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: Transaction Publishers Triple: [Democracy: The God That Failed, publisher, Transaction Publishers]
Generated description
Transaction Publishers was an academic publishing house known for releasing scholarly works in the social sciences, including influential titles in political theory and economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transaction Publishers Target entity description: Transaction Publishers was an academic publishing house known for releasing scholarly works in the social sciences, including influential titles in political theory and economics.
-
A.
Triangle Publications
Triangle Publications was a major American media company founded by Walter Annenberg, best known for publishing magazines such as TV Guide and Seventeen.
-
B.
Nine Publishing
Nine Publishing is an Australian media company that operates newspapers, digital news platforms, and other publishing assets under the broader Nine Entertainment Co. media group.
-
C.
Forum Publishing
Forum Publishing is a publishing house known for releasing works such as "COVID-19: The Great Reset," which explores global economic and societal transformations in the wake of the pandemic.
-
D.
PS Publishing
PS Publishing is a British small press specializing in high-quality limited editions of speculative fiction, including horror, fantasy, and science fiction.
-
E.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
- 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_69d81c573f288190aa2403d484fa3d49 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02179c948190a652cc8c586e418f |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a859e6748190aa1899830a02b710 |
completed | May 3, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69f7a91deb3c8190ad2be7f1ca99ac9b |
completed | May 3, 2026, 7:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7ad54e3e88190aeae31d69788cce5 |
completed | May 3, 2026, 8:17 p.m. |
Created at: April 9, 2026, 10:09 p.m.