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.