Triple

T14425415
Position Surface form Disambiguated ID Type / Status
Subject International Dark Sky Places program E357683 entity
Predicate hasCertificationType P60165 FINISHED
Object Dark Sky Friendly Development of Distinction
Dark Sky Friendly Development of Distinction is a certification recognizing residential or commercial developments that meet stringent outdoor lighting and night-sky protection standards within the International Dark Sky Places program.
E1099805 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: Dark Sky Friendly Development of Distinction | Statement: [International Dark Sky Places program, hasCertificationType, Dark Sky Friendly Development of Distinction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dark Sky Friendly Development of Distinction
Context triple: [International Dark Sky Places program, hasCertificationType, Dark Sky Friendly Development of Distinction]
  • A. 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.
  • B. International Dark Sky Places program
    The International Dark Sky Places program is a global certification initiative that recognizes and promotes locations with exceptional night sky quality and responsible outdoor lighting to protect and celebrate dark skies.
  • 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 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.
  • E. Dark Skies
    Dark Skies is a 2013 science-fiction horror film about a suburban family terrorized by mysterious, possibly extraterrestrial forces.
  • 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: Dark Sky Friendly Development of Distinction
Triple: [International Dark Sky Places program, hasCertificationType, Dark Sky Friendly Development of Distinction]
Generated description
Dark Sky Friendly Development of Distinction is a certification recognizing residential or commercial developments that meet stringent outdoor lighting and night-sky protection standards within the International Dark Sky Places program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dark Sky Friendly Development of Distinction
Target entity description: Dark Sky Friendly Development of Distinction is a certification recognizing residential or commercial developments that meet stringent outdoor lighting and night-sky protection standards within the International Dark Sky Places program.
  • A. 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.
  • B. International Dark Sky Places program
    The International Dark Sky Places program is a global certification initiative that recognizes and promotes locations with exceptional night sky quality and responsible outdoor lighting to protect and celebrate dark skies.
  • 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 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.
  • E. Dark Skies
    Dark Skies is a 2013 science-fiction horror film about a suburban family terrorized by mysterious, possibly extraterrestrial forces.
  • 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_69d8279402a88190821ffa39ae15bccf completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de91123f848190ba3fb18a76c2d24c completed April 14, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bcfa1d88190b59cefd3e305f55f completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5d6af9ac8190a37f11b0f8a1db0f completed May 8, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd5df48f7481909764bc4e23c0b04a completed May 8, 2026, 3:52 a.m.
Created at: April 10, 2026, 1:18 a.m.