Triple
T4262424
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paulo Freire |
E96132
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Cultural Action for Freedom
Cultural Action for Freedom is a seminal work by Brazilian educator Paulo Freire that explores how critical education and cultural engagement can empower oppressed people to achieve social and political liberation.
|
E425827
|
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: Cultural Action for Freedom | Statement: [Paulo Freire, notableWork, Cultural Action for Freedom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cultural Action for Freedom Context triple: [Paulo Freire, notableWork, Cultural Action for Freedom]
-
A.
Acción Humanista
Acción Humanista is a Chilean left-wing political party that forms part of the broader Apruebo Dignidad coalition.
-
B.
Soyons libres
Soyons libres is a French centre-right political movement founded by Valérie Pécresse after her break with the traditional Les Républicains party.
-
C.
The Freedom of Man
The Freedom of Man is a philosophical work by physicist Arthur H. Compton exploring the relationship between modern physics, determinism, and human free will.
-
D.
Give Me Liberty
Give Me Liberty is a political work by Rose Wilder Lane that champions individual freedom and limited government, helping to establish her as a key figure in American libertarian thought.
-
E.
Toward Full Freedom
Toward Full Freedom is a significant work by civil rights activist Mary White Ovington that reflects her advocacy for racial equality and social justice in the United States.
- 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: Cultural Action for Freedom Triple: [Paulo Freire, notableWork, Cultural Action for Freedom]
Generated description
Cultural Action for Freedom is a seminal work by Brazilian educator Paulo Freire that explores how critical education and cultural engagement can empower oppressed people to achieve social and political liberation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cultural Action for Freedom Target entity description: Cultural Action for Freedom is a seminal work by Brazilian educator Paulo Freire that explores how critical education and cultural engagement can empower oppressed people to achieve social and political liberation.
-
A.
Acción Humanista
Acción Humanista is a Chilean left-wing political party that forms part of the broader Apruebo Dignidad coalition.
-
B.
Soyons libres
Soyons libres is a French centre-right political movement founded by Valérie Pécresse after her break with the traditional Les Républicains party.
-
C.
The Freedom of Man
The Freedom of Man is a philosophical work by physicist Arthur H. Compton exploring the relationship between modern physics, determinism, and human free will.
-
D.
Give Me Liberty
Give Me Liberty is a political work by Rose Wilder Lane that champions individual freedom and limited government, helping to establish her as a key figure in American libertarian thought.
-
E.
Toward Full Freedom
Toward Full Freedom is a significant work by civil rights activist Mary White Ovington that reflects her advocacy for racial equality and social justice in the United States.
- 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_69b3454095ac81909c2494f7ff294af1 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34f82b2688190bf4c581e13a9c4b9 |
completed | March 12, 2026, 11:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b78ffbf881909d59faae665abd36 |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b89fe2b08190960a3deaceb75c85 |
completed | March 14, 2026, 7:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b8ddaa9c8190bc7dc46593cbb8cd |
completed | March 14, 2026, 7:37 p.m. |
Created at: March 12, 2026, 11:06 p.m.