Triple
T13360439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Critical pedagogy |
E318804
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Henry Giroux
Henry Giroux is a prominent American-Canadian scholar and cultural critic known as a leading figure in critical pedagogy and critical education theory.
|
E1036699
|
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: Henry Giroux | Statement: [Critical pedagogy, associatedWith, Henry Giroux]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Henry Giroux Context triple: [Critical pedagogy, associatedWith, Henry Giroux]
-
A.
Larry Giroux
Larry Giroux is a former professional ice hockey defenceman who played in the National Hockey League during the 1970s.
-
B.
Erik Olin Wright
Erik Olin Wright was an American sociologist and leading Marxist theorist known for his influential work on class analysis, social inequality, and visions of real utopias.
-
C.
Eric Wolf
Eric Wolf was an influential anthropologist known for integrating Marxist perspectives into the study of peasant societies, power, and global historical processes.
-
D.
Fredric Jameson
Fredric Jameson is an American literary critic and Marxist theorist best known for his analyses of postmodernism, late capitalism, and cultural theory.
-
E.
Michael Bonvillain
Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
- 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: Henry Giroux Triple: [Critical pedagogy, associatedWith, Henry Giroux]
Generated description
Henry Giroux is a prominent American-Canadian scholar and cultural critic known as a leading figure in critical pedagogy and critical education theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Henry Giroux Target entity description: Henry Giroux is a prominent American-Canadian scholar and cultural critic known as a leading figure in critical pedagogy and critical education theory.
-
A.
Larry Giroux
Larry Giroux is a former professional ice hockey defenceman who played in the National Hockey League during the 1970s.
-
B.
Erik Olin Wright
Erik Olin Wright was an American sociologist and leading Marxist theorist known for his influential work on class analysis, social inequality, and visions of real utopias.
-
C.
Eric Wolf
Eric Wolf was an influential anthropologist known for integrating Marxist perspectives into the study of peasant societies, power, and global historical processes.
-
D.
Fredric Jameson
Fredric Jameson is an American literary critic and Marxist theorist best known for his analyses of postmodernism, late capitalism, and cultural theory.
-
E.
Michael Bonvillain
Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
- 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_69d806b7bbac8190b85278c87fa7aff3 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69da6289edf4819099b21cfbb668e923 |
completed | April 11, 2026, 3:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7267ab580819091577c24dd952c99 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f7277a73248190aa59a997d719cab8 |
completed | May 3, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7281e150081909a92201ceb30b8d6 |
completed | May 3, 2026, 10:49 a.m. |
Created at: April 9, 2026, 9:32 p.m.