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.