Triple

T2876307
Position Surface form Disambiguated ID Type / Status
Subject Flagstaff E56886 entity
Predicate hasDesignation P974 FINISHED
Object International Dark Sky City
An International Dark Sky City is a community recognized for its exceptional commitment to preserving dark night skies through responsible outdoor lighting and public education about light pollution.
 E306344 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: International Dark Sky City | Statement: [Flagstaff, hasDesignation, International Dark Sky City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: International Dark Sky City
Context triple: [Flagstaff, hasDesignation, International Dark Sky City]
  • A. International Dark Sky Sanctuary
    An International Dark Sky Sanctuary is a remote, exceptionally dark and fragile site recognized for its outstanding quality of starry nights and nocturnal environment, protected for both scientific and conservation purposes.
  • B. International Dark-Sky Association
    The International Dark-Sky Association is a nonprofit organization dedicated to protecting night skies from light pollution through advocacy, education, and the designation of certified dark-sky places worldwide.
  • C. International Dark Sky Reserve
    An International Dark Sky Reserve is a protected area recognized for its exceptionally clear, low-light-pollution night skies and active efforts to preserve and promote astronomical observation and dark-sky conservation.
  • D. International Dark Sky Park
    An International Dark Sky Park is a protected area recognized for its exceptionally clear, dark night skies and commitment to preserving natural darkness for astronomy, wildlife, and public enjoyment.
  • E. Aurora
    Aurora is a major city in northeastern Illinois, known as a key suburb of Chicago and a regional center for industry, transportation, and technology.
  • 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: International Dark Sky City
Triple: [Flagstaff, hasDesignation, International Dark Sky City]
Generated description
An International Dark Sky City is a community recognized for its exceptional commitment to preserving dark night skies through responsible outdoor lighting and public education about light pollution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: International Dark Sky City
Target entity description: An International Dark Sky City is a community recognized for its exceptional commitment to preserving dark night skies through responsible outdoor lighting and public education about light pollution.
  • A. International Dark Sky Sanctuary
    An International Dark Sky Sanctuary is a remote, exceptionally dark and fragile site recognized for its outstanding quality of starry nights and nocturnal environment, protected for both scientific and conservation purposes.
  • B. International Dark-Sky Association
    The International Dark-Sky Association is a nonprofit organization dedicated to protecting night skies from light pollution through advocacy, education, and the designation of certified dark-sky places worldwide.
  • C. International Dark Sky Reserve
    An International Dark Sky Reserve is a protected area recognized for its exceptionally clear, low-light-pollution night skies and active efforts to preserve and promote astronomical observation and dark-sky conservation.
  • D. International Dark Sky Park
    An International Dark Sky Park is a protected area recognized for its exceptionally clear, dark night skies and commitment to preserving natural darkness for astronomy, wildlife, and public enjoyment.
  • E. Aurora
    Aurora is a major city in northeastern Illinois, known as a key suburb of Chicago and a regional center for industry, transportation, and technology.
  • 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_69ab4a4ced288190ab6d3e062d10f7f6 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abe0061d048190bb1e5a01e7ceb0e2 completed March 7, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01dbb28588190ba2daae192744908 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b020a6f0a48190b89b0f0f63b0a6ce completed March 10, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69b0216e565c819095b849d072813029 completed March 10, 2026, 1:49 p.m.
Created at: March 6, 2026, 10:03 p.m.