Triple

T2199827
Position Surface form Disambiguated ID Type / Status
Subject David Livingstone E50461 entity
Predicate hasNotableQuote P492 FINISHED
Object Christianity, Commerce and Civilization
"Christianity, Commerce and Civilization" is a famous threefold motto associated with missionary and explorer David Livingstone, encapsulating his vision of religious evangelism, economic development, and social progress in Africa.
E241473 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: Christianity, Commerce and Civilization | Statement: [David Livingstone, hasNotableQuote, Christianity, Commerce and Civilization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Christianity, Commerce and Civilization
Context triple: [David Livingstone, hasNotableQuote, Christianity, Commerce and Civilization]
  • A. Christian Mission in the Modern World
    "Christian Mission in the Modern World" is a widely influential book by theologian John Stott that explores the nature, scope, and contemporary relevance of Christian mission.
  • B. 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.
  • C. A Discourse of the Transient and Permanent in Christianity
    A Discourse of the Transient and Permanent in Christianity is an 1841 sermon by Unitarian minister Theodore Parker that controversially argued for distinguishing enduring moral and spiritual truths from historically conditioned doctrines and institutions within Christianity.
  • D. The Christian Faith
    The Christian Faith is Friedrich Schleiermacher’s seminal theological work that systematically presents his modern, experience-centered understanding of Christian doctrine.
  • 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: Christianity, Commerce and Civilization
Triple: [David Livingstone, hasNotableQuote, Christianity, Commerce and Civilization]
Generated description
"Christianity, Commerce and Civilization" is a famous threefold motto associated with missionary and explorer David Livingstone, encapsulating his vision of religious evangelism, economic development, and social progress in Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Christianity, Commerce and Civilization
Target entity description: "Christianity, Commerce and Civilization" is a famous threefold motto associated with missionary and explorer David Livingstone, encapsulating his vision of religious evangelism, economic development, and social progress in Africa.
  • A. Christian Mission in the Modern World
    "Christian Mission in the Modern World" is a widely influential book by theologian John Stott that explores the nature, scope, and contemporary relevance of Christian mission.
  • B. 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.
  • C. A Discourse of the Transient and Permanent in Christianity
    A Discourse of the Transient and Permanent in Christianity is an 1841 sermon by Unitarian minister Theodore Parker that controversially argued for distinguishing enduring moral and spiritual truths from historically conditioned doctrines and institutions within Christianity.
  • D. The Christian Faith
    The Christian Faith is Friedrich Schleiermacher’s seminal theological work that systematically presents his modern, experience-centered understanding of Christian doctrine.
  • 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_69a88b044ab48190add007487680f009 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbf9e99f08190892d34485c8f2f25 completed March 7, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5dbb6e8481908610337cfd2a4bd1 completed March 9, 2026, 5:42 a.m.
NEDg Description generation batch_69ae5e4a45a08190bd96af6cda06ab35 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ec4a35c8190bffc7a183497e764 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:46 p.m.