Triple

T1716849

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dietrich Bonhoeffer	`E37308`	entity
Predicate	notableWork	`P4`	FINISHED
Object	The Cost of Discipleship The Cost of Discipleship is a classic Christian theological work by Dietrich Bonhoeffer that explores the meaning of true discipleship and critiques “cheap grace” in favor of costly, obedient faith.	`E195070`	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: The Cost of Discipleship | Statement: [Dietrich Bonhoeffer, notableWork, The Cost of Discipleship]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: The Cost of Discipleship
Context triple: [Dietrich Bonhoeffer, notableWork, The Cost of Discipleship]

A. 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.
B. In Service to the Church in the World
"In Service to the Church in the World" is the guiding motto of Princeton Theological Seminary, expressing its commitment to preparing leaders for faithful Christian ministry and global engagement.
C. The Christian Faith
The Christian Faith is Friedrich Schleiermacher’s seminal theological work that systematically presents his modern, experience-centered understanding of Christian doctrine.
D. Studies in the Sermon on the Mount
Studies in the Sermon on the Mount is a classic multi-volume exposition of Jesus’ Sermon on the Mount that offers detailed, devotional, and doctrinal teaching on Matthew chapters 5–7.
E. The Church as Communion
The Church as Communion is a key Anglican–Roman Catholic ecumenical document that explores the nature of the Church as a community of believers united in faith, sacraments, and mission.
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: The Cost of Discipleship
Triple: [Dietrich Bonhoeffer, notableWork, The Cost of Discipleship]

Generated description

The Cost of Discipleship is a classic Christian theological work by Dietrich Bonhoeffer that explores the meaning of true discipleship and critiques “cheap grace” in favor of costly, obedient faith.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: The Cost of Discipleship
Target entity description: The Cost of Discipleship is a classic Christian theological work by Dietrich Bonhoeffer that explores the meaning of true discipleship and critiques “cheap grace” in favor of costly, obedient faith.

A. 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.
B. In Service to the Church in the World
"In Service to the Church in the World" is the guiding motto of Princeton Theological Seminary, expressing its commitment to preparing leaders for faithful Christian ministry and global engagement.
C. The Christian Faith
The Christian Faith is Friedrich Schleiermacher’s seminal theological work that systematically presents his modern, experience-centered understanding of Christian doctrine.
D. Studies in the Sermon on the Mount
Studies in the Sermon on the Mount is a classic multi-volume exposition of Jesus’ Sermon on the Mount that offers detailed, devotional, and doctrinal teaching on Matthew chapters 5–7.
E. The Church as Communion
The Church as Communion is a key Anglican–Roman Catholic ecumenical document that explores the nature of the Church as a community of believers united in faith, sacraments, and mission.
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_69a8861912dc8190931af43b4b9158a7`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa63362ba481909e08e9f6fbf00b37`	completed	March 6, 2026, 5:16 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad8ae3ea048190b25beeb4bd7306ce`	completed	March 8, 2026, 2:42 p.m.
NEDg	Description generation	`batch_69ad979ce880819089daecbc8455ec84`	completed	March 8, 2026, 3:37 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad9ba92a848190918a8748fb65348a`	completed	March 8, 2026, 3:54 p.m.

Created at: March 4, 2026, 7:30 p.m.