Triple

T17219161
Position Surface form Disambiguated ID Type / Status
Subject Invisible Cities E417928 entity
Predicate cityCategories P70987 FINISHED
Object Hidden Cities
Hidden Cities are a group of imagined urban locales in Italo Calvino’s "Invisible Cities" that explore themes of concealment, secrecy, and the unseen aspects of city life.
E1257692 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: Hidden Cities | Statement: [Invisible Cities, cityCategories, Hidden Cities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hidden Cities
Context triple: [Invisible Cities, cityCategories, Hidden Cities]
  • A. Hidden City
    Hidden City is a 1987 British mystery drama film written and directed by Stephen Poliakoff, exploring themes of surveillance, memory, and hidden histories in contemporary London.
  • B. City of Secrets
    City of Secrets is a historical novel by Stewart O'Nan set in post–World War II Jerusalem, following a Holocaust survivor drawn into the Jewish underground resistance.
  • C. Lost Trails, Lost Cities
    Lost Trails, Lost Cities is an autobiographical collection of explorations and adventures by British explorer Percy Fawcett, detailing his expeditions in the Amazon and his search for the fabled lost city he called "Z."
  • D. Hidden Gardens
    Hidden Gardens is a track featured on the album "Music for Chameleons."
  • E. Hidden Hills
    Hidden Hills is an affluent, gated residential community in Los Angeles County, California, known for its celebrity residents and semi-rural, equestrian-friendly character.
  • 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: Hidden Cities
Triple: [Invisible Cities, cityCategories, Hidden Cities]
Generated description
Hidden Cities are a group of imagined urban locales in Italo Calvino’s "Invisible Cities" that explore themes of concealment, secrecy, and the unseen aspects of city life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hidden Cities
Target entity description: Hidden Cities are a group of imagined urban locales in Italo Calvino’s "Invisible Cities" that explore themes of concealment, secrecy, and the unseen aspects of city life.
  • A. Hidden City
    Hidden City is a 1987 British mystery drama film written and directed by Stephen Poliakoff, exploring themes of surveillance, memory, and hidden histories in contemporary London.
  • B. City of Secrets
    City of Secrets is a historical novel by Stewart O'Nan set in post–World War II Jerusalem, following a Holocaust survivor drawn into the Jewish underground resistance.
  • C. Lost Trails, Lost Cities
    Lost Trails, Lost Cities is an autobiographical collection of explorations and adventures by British explorer Percy Fawcett, detailing his expeditions in the Amazon and his search for the fabled lost city he called "Z."
  • D. Hidden Gardens
    Hidden Gardens is a track featured on the album "Music for Chameleons."
  • E. Hidden Hills
    Hidden Hills is an affluent, gated residential community in Los Angeles County, California, known for its celebrity residents and semi-rural, equestrian-friendly character.
  • 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.