Triple

T23005481
Position Surface form Disambiguated ID Type / Status
Subject Reform, Missouri E572754 entity
Predicate hasName P744 FINISHED
Object Reform
Reform is an unincorporated community in Callaway County, Missouri, known for its rural setting and proximity to the Callaway Nuclear Generating Station.
E1564987 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: Reform | Statement: [Reform, Missouri, hasName, Reform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reform
Context triple: [Reform, Missouri, hasName, Reform]
  • A. Reform or Revolution
    Reform or Revolution is a seminal 1899 pamphlet by Rosa Luxemburg that critiques revisionist socialism and defends the necessity of revolutionary struggle over gradual reform within capitalism.
  • B. REFORMA
    REFORMA is a national association that promotes library and information services to Latinos and the Spanish-speaking community in the United States.
  • C. Freedom and Reform
    Freedom and Reform is a collection of essays by economist Frank H. Knight that explores the philosophical foundations of liberalism, democracy, and economic freedom.
  • D. Neolog reforms
    Neolog reforms were a set of 19th-century Hungarian Jewish religious and communal modernizations that sought to adapt Judaism to contemporary society, often provoking opposition from more traditionalist groups.
  • E. Reform and Reformation
    Reform and Reformation is a major historical study by Sir Geoffrey Elton that analyzes the political and religious transformations of sixteenth-century Europe, particularly the impact of the Protestant Reformation.
  • 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: Reform
Triple: [Reform, Missouri, hasName, Reform]
Generated description
Reform is an unincorporated community in Callaway County, Missouri, known for its rural setting and proximity to the Callaway Nuclear Generating Station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reform
Target entity description: Reform is an unincorporated community in Callaway County, Missouri, known for its rural setting and proximity to the Callaway Nuclear Generating Station.
  • A. Reform or Revolution
    Reform or Revolution is a seminal 1899 pamphlet by Rosa Luxemburg that critiques revisionist socialism and defends the necessity of revolutionary struggle over gradual reform within capitalism.
  • B. REFORMA
    REFORMA is a national association that promotes library and information services to Latinos and the Spanish-speaking community in the United States.
  • C. Freedom and Reform
    Freedom and Reform is a collection of essays by economist Frank H. Knight that explores the philosophical foundations of liberalism, democracy, and economic freedom.
  • D. Neolog reforms
    Neolog reforms were a set of 19th-century Hungarian Jewish religious and communal modernizations that sought to adapt Judaism to contemporary society, often provoking opposition from more traditionalist groups.
  • E. Reform and Reformation
    Reform and Reformation is a major historical study by Sir Geoffrey Elton that analyzes the political and religious transformations of sixteenth-century Europe, particularly the impact of the Protestant Reformation.
  • 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_69e245b6a3ac81908087599eefe3e365 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18356417881908c8d6ee56bdc85f5 completed April 29, 2026, 4:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd3846500819094a1bb01797d22a5 completed May 19, 2026, 3:05 a.m.
NEDg Description generation batch_6a0bd41c89708190a3df2a798ca25c99 completed May 19, 2026, 3:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd5263734819082ce8b1c3082243f completed May 19, 2026, 3:12 a.m.
Created at: April 17, 2026, 3:51 p.m.