Triple

T22319004
Position Surface form Disambiguated ID Type / Status
Subject Lawrence Halprin E551728 entity
Predicate notableWork P4 FINISHED
Object “Cities” (book)
“Cities” is an influential urban design and planning book by landscape architect Lawrence Halprin that explores how cities can be shaped to enhance human experience and social interaction.
E1530088 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: “Cities” (book) | Statement: [Lawrence Halprin, notableWork, “Cities” (book)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Cities” (book)
Context triple: [Lawrence Halprin, notableWork, “Cities” (book)]
  • A. The Cities
    The Cities is a poetry collection by American poet Paul Blackburn that reflects his innovative, urban-centered verse and engagement with modernist and Black Mountain influences.
  • B. The Meaning of the City
    The Meaning of the City is a theological and sociological study by Jacques Ellul that explores the city as a symbol of human rebellion against God and a central locus of modern alienation and idolatry.
  • C. The American City
    The American City is a historical and analytical work by George B. McClellan Jr. examining the development, governance, and challenges of urban life in the United States.
  • D. The City
    The City is a common nickname for Manhattan, the densely populated and iconic borough of New York City known for its skyscrapers, cultural landmarks, and role as a global financial and media hub.
  • E. The City
    The City is a 1919–1920 Cubist painting by Fernand Léger that depicts the dynamism and fragmentation of modern urban life through bold colors and geometric forms.
  • 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: “Cities” (book)
Triple: [Lawrence Halprin, notableWork, “Cities” (book)]
Generated description
“Cities” is an influential urban design and planning book by landscape architect Lawrence Halprin that explores how cities can be shaped to enhance human experience and social interaction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Cities” (book)
Target entity description: “Cities” is an influential urban design and planning book by landscape architect Lawrence Halprin that explores how cities can be shaped to enhance human experience and social interaction.
  • A. The Cities
    The Cities is a poetry collection by American poet Paul Blackburn that reflects his innovative, urban-centered verse and engagement with modernist and Black Mountain influences.
  • B. The Meaning of the City
    The Meaning of the City is a theological and sociological study by Jacques Ellul that explores the city as a symbol of human rebellion against God and a central locus of modern alienation and idolatry.
  • C. The American City
    The American City is a historical and analytical work by George B. McClellan Jr. examining the development, governance, and challenges of urban life in the United States.
  • D. The City
    The City is a sprawling, dystopian futuristic metropolis that serves as the chaotic, cyberpunk-style backdrop for Warren Ellis and Darick Robertson’s comic series Transmetropolitan.
  • E. The City
    "The City" is a poem by James Henry published in his collection *Valeria and Other Poems*, reflecting his characteristic introspective and reflective poetic style.
  • 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_69e11e4776588190abb21e5cea79973f completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15762fac08190a6a514baffbbbca1 completed April 29, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0accab79c08190896987867866ca76 completed May 18, 2026, 8:24 a.m.
NEDg Description generation batch_6a0acd37d53c819084b82cfe0649a262 completed May 18, 2026, 8:26 a.m.
NED2 Entity disambiguation (via description) batch_6a0ace029b74819086a545100e8a8f8a completed May 18, 2026, 8:29 a.m.
Created at: April 16, 2026, 8:42 p.m.