Triple

T3879846
Position Surface form Disambiguated ID Type / Status
Subject Nicolas Malebranche E92792 entity
Predicate notableWork P4 FINISHED
Object Treatise on Nature and Grace
Treatise on Nature and Grace is a philosophical and theological work by Nicolas Malebranche that explores the relationship between divine providence, grace, and the natural order.
E395253 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: Treatise on Nature and Grace | Statement: [Nicolas Malebranche, notableWork, Treatise on Nature and Grace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Treatise on Nature and Grace
Context triple: [Nicolas Malebranche, notableWork, Treatise on Nature and Grace]
  • A. Deus sive Natura
    Deus sive Natura is Baruch Spinoza’s philosophical conception of God as identical with the single, all-encompassing substance of nature and reality.
  • B. Divinae Institutiones
    Divinae Institutiones is an early 4th-century Christian apologetic work by Lactantius that systematically presents and defends Christian doctrine to a Roman audience.
  • C. The Dialogue of Divine Providence
    The Dialogue of Divine Providence is a seminal 14th-century mystical and theological treatise by Catherine of Siena, presented as a series of revelations in which God instructs the soul on virtue, suffering, and the path to spiritual perfection.
  • D. De Homine
    De Homine is a philosophical treatise by Thomas Hobbes that examines human nature, sensation, and behavior within his broader mechanistic and materialist framework.
  • E. On the Creation (De opificio mundi)
    On the Creation (De opificio mundi) is a philosophical and allegorical treatise by Philo of Alexandria that interprets the biblical account of creation through the lens of Hellenistic, especially Platonic, thought.
  • 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: Treatise on Nature and Grace
Triple: [Nicolas Malebranche, notableWork, Treatise on Nature and Grace]
Generated description
Treatise on Nature and Grace is a philosophical and theological work by Nicolas Malebranche that explores the relationship between divine providence, grace, and the natural order.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Treatise on Nature and Grace
Target entity description: Treatise on Nature and Grace is a philosophical and theological work by Nicolas Malebranche that explores the relationship between divine providence, grace, and the natural order.
  • A. Deus sive Natura
    Deus sive Natura is Baruch Spinoza’s philosophical conception of God as identical with the single, all-encompassing substance of nature and reality.
  • B. Divinae Institutiones
    Divinae Institutiones is an early 4th-century Christian apologetic work by Lactantius that systematically presents and defends Christian doctrine to a Roman audience.
  • C. The Dialogue of Divine Providence
    The Dialogue of Divine Providence is a seminal 14th-century mystical and theological treatise by Catherine of Siena, presented as a series of revelations in which God instructs the soul on virtue, suffering, and the path to spiritual perfection.
  • D. De Homine
    De Homine is a philosophical treatise by Thomas Hobbes that examines human nature, sensation, and behavior within his broader mechanistic and materialist framework.
  • E. On the Creation (De opificio mundi)
    On the Creation (De opificio mundi) is a philosophical and allegorical treatise by Philo of Alexandria that interprets the biblical account of creation through the lens of Hellenistic, especially Platonic, thought.
  • 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_69aed9697de0819087c2559295ff3d12 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeec7557cc819094f055463625ffc3 completed March 9, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b512568ba48190a820fcda9b472701 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b512d3e4ac8190834746b5b1a15fc4 completed March 14, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69b51339ee948190a7c9ab3c5eb106da completed March 14, 2026, 7:50 a.m.
Created at: March 9, 2026, 3:20 p.m.