Triple

T2328222
Position Surface form Disambiguated ID Type / Status
Subject Mesquite Flat Sand Dunes E48339 entity
Predicate hasNearestSettlement P21721 FINISHED
Object Stovepipe Wells, California
Stovepipe Wells, California is a small desert village and tourist stop in Death Valley National Park, known as a gateway to nearby sand dunes and other park attractions.
E255198 NE FINISHED

How this triple was built (5 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: Stovepipe Wells, California | Statement: [Mesquite Flat Sand Dunes, hasNearestSettlement, Stovepipe Wells, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stovepipe Wells, California
Context triple: [Mesquite Flat Sand Dunes, hasNearestSettlement, Stovepipe Wells, California]
  • A. Furnace Creek
    Furnace Creek is a small settlement and visitor hub in California’s Death Valley National Park, known for its extreme heat records and proximity to major desert attractions like Badwater Basin.
  • B. Amargosa Canyon
    Amargosa Canyon is a remote desert gorge in southeastern California known for its rugged scenery, rare riparian habitat, and role as a key segment of the Amargosa River’s course through the Mojave Desert.
  • C. Panamint Valley
    Panamint Valley is a remote desert valley in eastern California, lying west of Death Valley and known for its arid landscape, dramatic mountain backdrops, and sparse human habitation.
  • D. Smith Valley, Nevada
    Smith Valley, Nevada is a rural agricultural community in western Nevada known for its ranching, farming, and scenic high-desert valley landscape.
  • E. Tokopah Valley
    Tokopah Valley is a scenic glacial valley in California’s Sierra Nevada known for its granite cliffs, alpine meadows, and proximity to Tokopah Falls within Sequoia National Park.
  • 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: Stovepipe Wells, California
Triple: [Mesquite Flat Sand Dunes, hasNearestSettlement, Stovepipe Wells, California]
Generated description
Stovepipe Wells, California is a small desert village and tourist stop in Death Valley National Park, known as a gateway to nearby sand dunes and other park attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stovepipe Wells, California
Target entity description: Stovepipe Wells, California is a small desert village and tourist stop in Death Valley National Park, known as a gateway to nearby sand dunes and other park attractions.
  • A. Furnace Creek
    Furnace Creek is a small settlement and visitor hub in California’s Death Valley National Park, known for its extreme heat records and proximity to major desert attractions like Badwater Basin.
  • B. Amargosa Canyon
    Amargosa Canyon is a remote desert gorge in southeastern California known for its rugged scenery, rare riparian habitat, and role as a key segment of the Amargosa River’s course through the Mojave Desert.
  • C. Panamint Valley
    Panamint Valley is a remote desert valley in eastern California, lying west of Death Valley and known for its arid landscape, dramatic mountain backdrops, and sparse human habitation.
  • D. Smith Valley, Nevada
    Smith Valley, Nevada is a rural agricultural community in western Nevada known for its ranching, farming, and scenic high-desert valley landscape.
  • E. Tokopah Valley
    Tokopah Valley is a scenic glacial valley in California’s Sierra Nevada known for its granite cliffs, alpine meadows, and proximity to Tokopah Falls within Sequoia National Park.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNearestSettlement
Context triple: [Mesquite Flat Sand Dunes, hasNearestSettlement, Stovepipe Wells, California]
  • A. hasNearbyTown
    Indicates that one location has a town situated close to it in geographic proximity.
  • B. nearestInhabitedTerritory chosen
    Indicates that one territory is the closest inhabited territory to another specified location or territory.
  • C. nearbyUrbanCenter
    Indicates that one location is geographically close to an urban center, such as a city or large town.
  • D. hasHumanSettlement
    Indicates that a location or area contains or is the site of a human settlement, such as a town, village, or city.
  • E. administrativeCentreNearby
    Indicates that an administrative centre is located close to the referenced entity in geographic or spatial terms.
  • F. None of above.

Provenance (6 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_69a88aa308a88190b0b86c011fda7fce completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abcc30c5e881908c5d526d7e7491d0 completed March 7, 2026, 6:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae897243c48190a18b0e02ad664ead completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8ace309c8190b57426d1449de723 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b56d8548190aa6a99f3f7d99c3e completed March 9, 2026, 8:56 a.m.
PD Predicate disambiguation batch_69abc5926d048190a535e3f23d41de2a completed March 7, 2026, 6:28 a.m.
Created at: March 4, 2026, 7:50 p.m.