Triple

T12025310
Position Surface form Disambiguated ID Type / Status
Subject Marfa E286259 entity
Predicate hasTouristAttraction P530 FINISHED
Object Marfa Lights Viewing Area
Marfa Lights Viewing Area is a roadside observation site in West Texas where visitors gather to watch the region’s famous unexplained “Marfa Lights” phenomena.
E959750 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: Marfa Lights Viewing Area | Statement: [Marfa, hasTouristAttraction, Marfa Lights Viewing Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marfa Lights Viewing Area
Context triple: [Marfa, hasTouristAttraction, Marfa Lights Viewing Area]
  • A. Noah Purifoy Outdoor Desert Art Museum
    The Noah Purifoy Outdoor Desert Art Museum is an open-air sculpture environment in the Mojave Desert featuring large-scale assemblage works made from found materials by artist Noah Purifoy.
  • B. Carlsbad Flower Fields
    Carlsbad Flower Fields is a seasonal tourist attraction in Carlsbad, California, known for its expansive, colorful ranunculus flower displays spread across rolling hills overlooking the coast.
  • C. Anderson Mesa Station
    Anderson Mesa Station is a remote observing site of Lowell Observatory in Arizona, known for its optical telescopes and contributions to planetary and small-body astronomy.
  • D. Sunrise Visitor Center
    Sunrise Visitor Center is a seasonal National Park Service facility in Mount Rainier National Park that provides visitor information, exhibits, and services for the Sunrise area.
  • E. Painted Desert Visitor Center
    Painted Desert Visitor Center is the main orientation and information hub for visitors entering Petrified Forest National Park, offering exhibits, services, and views of the surrounding Painted Desert landscape.
  • 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: Marfa Lights Viewing Area
Triple: [Marfa, hasTouristAttraction, Marfa Lights Viewing Area]
Generated description
Marfa Lights Viewing Area is a roadside observation site in West Texas where visitors gather to watch the region’s famous unexplained “Marfa Lights” phenomena.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marfa Lights Viewing Area
Target entity description: Marfa Lights Viewing Area is a roadside observation site in West Texas where visitors gather to watch the region’s famous unexplained “Marfa Lights” phenomena.
  • A. Noah Purifoy Outdoor Desert Art Museum
    The Noah Purifoy Outdoor Desert Art Museum is an open-air sculpture environment in the Mojave Desert featuring large-scale assemblage works made from found materials by artist Noah Purifoy.
  • B. Carlsbad Flower Fields
    Carlsbad Flower Fields is a seasonal tourist attraction in Carlsbad, California, known for its expansive, colorful ranunculus flower displays spread across rolling hills overlooking the coast.
  • C. Anderson Mesa Station
    Anderson Mesa Station is a remote observing site of Lowell Observatory in Arizona, known for its optical telescopes and contributions to planetary and small-body astronomy.
  • D. Sunrise Visitor Center
    Sunrise Visitor Center is a seasonal National Park Service facility in Mount Rainier National Park that provides visitor information, exhibits, and services for the Sunrise area.
  • E. Painted Desert Visitor Center
    Painted Desert Visitor Center is the main orientation and information hub for visitors entering Petrified Forest National Park, offering exhibits, services, and views of the surrounding Painted Desert landscape.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903f02638819091e0cc0e93fa5ea7 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b71e5c48190a58ace8ef7c8928d completed May 1, 2026, 11:16 a.m.
NEDg Description generation batch_69f48fc7a8848190a06b34cc45db4789 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495f069c48190a6e5856c272420c0 completed May 1, 2026, noon
Created at: April 8, 2026, 9:47 p.m.