Triple

T6837357
Position Surface form Disambiguated ID Type / Status
Subject John Piper E157482 entity
Predicate notableWork P4 FINISHED
Object Future Grace
Future Grace is a Christian theological book by pastor and author John Piper that explores how faith in God’s future promises empowers present obedience and joy.
 E622662 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: Future Grace | Statement: [John Piper, notableWork, Future Grace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Future Grace
Context triple: [John Piper, notableWork, Future Grace]
  • A. Fall to Grace
    "Fall to Grace" is the second studio album by English singer Paloma Faith, noted for its dramatic orchestral pop sound and emotionally charged themes.
  • B. All of Grace
    All of Grace is a classic Christian devotional book by Charles Spurgeon that explains the doctrine of salvation by grace through faith in simple, accessible language.
  • C. Gravity and Grace
    "Gravity and Grace" is a monumental sculptural installation by El Anatsui composed of intricately woven metal bottle caps that resemble shimmering, tapestry-like cloths exploring themes of history, consumption, and transformation.
  • D. Gravity and Grace
    Gravity and Grace is a posthumously published collection of Simone Weil’s philosophical and spiritual reflections that explores suffering, attention, and the possibility of divine grace in human life.
  • E. The Great Forever
    "The Great Forever" is a song by Janet Jackson from her 2015 album "Unbreakable."
  • 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: Future Grace
Triple: [John Piper, notableWork, Future Grace]
Generated description
Future Grace is a Christian theological book by pastor and author John Piper that explores how faith in God’s future promises empowers present obedience and joy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Future Grace
Target entity description: Future Grace is a Christian theological book by pastor and author John Piper that explores how faith in God’s future promises empowers present obedience and joy.
  • A. Fall to Grace
    "Fall to Grace" is the second studio album by English singer Paloma Faith, noted for its dramatic orchestral pop sound and emotionally charged themes.
  • B. All of Grace
    All of Grace is a classic Christian devotional book by Charles Spurgeon that explains the doctrine of salvation by grace through faith in simple, accessible language.
  • C. Gravity and Grace
    Gravity and Grace is a posthumously published collection of Simone Weil’s philosophical and spiritual reflections that explores suffering, attention, and the possibility of divine grace in human life.
  • D. Gravity and Grace
    "Gravity and Grace" is a monumental sculptural installation by El Anatsui composed of intricately woven metal bottle caps that resemble shimmering, tapestry-like cloths exploring themes of history, consumption, and transformation.
  • E. The Great Forever
    "The Great Forever" is a song by Janet Jackson from her 2015 album "Unbreakable."
  • 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_69c6882c53608190b99aebef079b23bd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d67db4008190b86b497bf6f0c73a completed March 27, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7240321108190860e91ebeb738a8f completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c724e915dc8190a82b69939f78420d completed March 28, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69c728ddadd881909c2faa435031a635 completed March 28, 2026, 1:03 a.m.
Created at: March 27, 2026, 2:19 p.m.