Triple
T9830398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heywood Broun |
E238766
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Christians Only (book)
"Christians Only" is a book by American journalist and social critic Heywood Broun, reflecting his characteristic engagement with social issues and progressive thought.
|
E823971
|
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: Christians Only (book) | Statement: [Heywood Broun, notableWork, Christians Only (book)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Christians Only (book) Context triple: [Heywood Broun, notableWork, Christians Only (book)]
-
A.
Christianisme dévoilé
Christianisme dévoilé is an 18th-century anti-religious philosophical treatise by Baron d'Holbach that offers a radical Enlightenment critique of Christianity and organized religion.
-
B.
The Christian Faith
The Christian Faith is Friedrich Schleiermacher’s seminal theological work that systematically presents his modern, experience-centered understanding of Christian doctrine.
-
C.
The Faith of the Christian Church
The Faith of the Christian Church is a 20th-century theological work by Swedish bishop and theologian Gustaf Aulén that systematically presents and interprets the central doctrines of historic Christian faith.
-
D.
A Christian Manifesto
A Christian Manifesto is a 1981 book by theologian Francis Schaeffer that argues for a distinctly Christian response to secular humanism and calls for active cultural and political engagement based on biblical principles.
-
E.
Das Wesen des Christentums
Das Wesen des Christentums is a seminal 1841 philosophical work by Ludwig Feuerbach that argues Christianity is a projection of human nature and laid important groundwork for later critiques of religion.
- 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: Christians Only (book) Triple: [Heywood Broun, notableWork, Christians Only (book)]
Generated description
"Christians Only" is a book by American journalist and social critic Heywood Broun, reflecting his characteristic engagement with social issues and progressive thought.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Christians Only (book) Target entity description: "Christians Only" is a book by American journalist and social critic Heywood Broun, reflecting his characteristic engagement with social issues and progressive thought.
-
A.
Christianisme dévoilé
Christianisme dévoilé is an 18th-century anti-religious philosophical treatise by Baron d'Holbach that offers a radical Enlightenment critique of Christianity and organized religion.
-
B.
The Christian Faith
The Christian Faith is Friedrich Schleiermacher’s seminal theological work that systematically presents his modern, experience-centered understanding of Christian doctrine.
-
C.
The Faith of the Christian Church
The Faith of the Christian Church is a 20th-century theological work by Swedish bishop and theologian Gustaf Aulén that systematically presents and interprets the central doctrines of historic Christian faith.
-
D.
A Christian Manifesto
A Christian Manifesto is a 1981 book by theologian Francis Schaeffer that argues for a distinctly Christian response to secular humanism and calls for active cultural and political engagement based on biblical principles.
-
E.
Das Wesen des Christentums
Das Wesen des Christentums is a seminal 1841 philosophical work by Ludwig Feuerbach that argues Christianity is a projection of human nature and laid important groundwork for later critiques of religion.
- 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_69ca84e0dd1881909800765d1e21f735 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3297bd88190bf8c53a4ba00e0ae |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc8ca2808190a1da0641162f12d1 |
completed | April 5, 2026, 2:44 a.m. |
| NEDg | Description generation | batch_69d1cf8c89f481908dcc9c430d9e45a2 |
completed | April 5, 2026, 2:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d01f546881909e65789ed2895825 |
completed | April 5, 2026, 2:59 a.m. |
Created at: March 30, 2026, 8:32 p.m.