Triple

T17219153
Position Surface form Disambiguated ID Type / Status
Subject Invisible Cities E417928 entity
Predicate cityCategories P70987 FINISHED
Object Cities and Signs
"Cities and Signs" is one of the thematic groups of imagined urban descriptions in Italo Calvino’s novel *Invisible Cities*, focusing on how cities communicate meaning through symbols, language, and perception.
E1257687 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 and Signs | Statement: [Invisible Cities, cityCategories, Cities and Signs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cities and Signs
Context triple: [Invisible Cities, cityCategories, Cities and Signs]
  • A. Cityscape with Figures
    "Cityscape with Figures" is a painting by Dutch artist Jacob van Swanenburgh, known for its detailed urban setting populated with small, lively figures that reflect early 17th-century city life.
  • B. Streets
    "Streets" is a popular R&B/hip-hop song by Doja Cat that gained widespread attention, especially through viral trends on social media platforms.
  • C. Cities Sprinter
    Cities Sprinter is the marketing name for Amtrak’s Siemens ACS-64 electric locomotives used on the Northeast Corridor and other electrified routes in the United States.
  • D. People and Places
    People and Places is a track titled "People and Places" featured on the release "Departure."
  • E. Street Lights
    "Street Lights" is a melancholic, introspective song by Kanye West from his album *808s & Heartbreak*, blending minimalist production with themes of loneliness and emotional reflection.
  • 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 and Signs
Triple: [Invisible Cities, cityCategories, Cities and Signs]
Generated description
"Cities and Signs" is one of the thematic groups of imagined urban descriptions in Italo Calvino’s novel *Invisible Cities*, focusing on how cities communicate meaning through symbols, language, and perception.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cities and Signs
Target entity description: "Cities and Signs" is one of the thematic groups of imagined urban descriptions in Italo Calvino’s novel *Invisible Cities*, focusing on how cities communicate meaning through symbols, language, and perception.
  • A. Cityscape with Figures
    "Cityscape with Figures" is a painting by Dutch artist Jacob van Swanenburgh, known for its detailed urban setting populated with small, lively figures that reflect early 17th-century city life.
  • B. Streets
    "Streets" is a popular R&B/hip-hop song by Doja Cat that gained widespread attention, especially through viral trends on social media platforms.
  • C. Cities Sprinter
    Cities Sprinter is the marketing name for Amtrak’s Siemens ACS-64 electric locomotives used on the Northeast Corridor and other electrified routes in the United States.
  • D. People and Places
    People and Places is a track titled "People and Places" featured on the release "Departure."
  • E. Street Lights
    "Street Lights" is a melancholic, introspective song by Kanye West from his album *808s & Heartbreak*, blending minimalist production with themes of loneliness and emotional reflection.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42ddc3cb88190a67e35164d710d9d completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675553b88190a04987b0de62cb15 completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a0169e5f7e881909cb3fe35935d888d completed May 11, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_6a016a46409881908ea7e93fd31cd5c5 completed May 11, 2026, 5:33 a.m.
Created at: April 10, 2026, 5:38 a.m.