Triple

T2404734
Position Surface form Disambiguated ID Type / Status
Subject Lucerne Valley E50248 entity
Predicate hasRecreationAreaNearby P5383 FINISHED
Object Johnson Valley Off-Highway Vehicle Area
Johnson Valley Off-Highway Vehicle Area is a large desert recreation area in Southern California known for its extensive off-road trails and annual King of the Hammers off-road racing event.
E262950 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: Johnson Valley Off-Highway Vehicle Area | Statement: [Lucerne Valley, hasRecreationAreaNearby, Johnson Valley Off-Highway Vehicle Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnson Valley Off-Highway Vehicle Area
Context triple: [Lucerne Valley, hasRecreationAreaNearby, Johnson Valley Off-Highway Vehicle Area]
  • A. El Mirage Off-Highway Vehicle Recreation Area
    El Mirage Off-Highway Vehicle Recreation Area is a popular Southern California desert riding area managed by the Bureau of Land Management, known for its expansive dry lakebed and surrounding open terrain for off-road vehicles, camping, and recreational activities.
  • B. Round Valley Recreation Area
    Round Valley Recreation Area is a popular New Jersey state recreation site known for its deep reservoir, camping, hiking, fishing, and other outdoor activities.
  • C. Terry Trueblood Recreation Area
    Terry Trueblood Recreation Area is a public outdoor park and recreation area in Iowa City, Iowa, featuring a lake, trails, and facilities for activities like boating, fishing, and picnicking.
  • D. Pleasant Creek State Recreation Area
    Pleasant Creek State Recreation Area is a public outdoor recreation and wildlife area in eastern Iowa known for its large reservoir, camping, fishing, boating, and hiking opportunities.
  • E. Bladon Springs State Park
    Bladon Springs State Park is a historic Alabama state park known for its 19th-century mineral springs resort and tranquil natural setting.
  • 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: Johnson Valley Off-Highway Vehicle Area
Triple: [Lucerne Valley, hasRecreationAreaNearby, Johnson Valley Off-Highway Vehicle Area]
Generated description
Johnson Valley Off-Highway Vehicle Area is a large desert recreation area in Southern California known for its extensive off-road trails and annual King of the Hammers off-road racing event.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnson Valley Off-Highway Vehicle Area
Target entity description: Johnson Valley Off-Highway Vehicle Area is a large desert recreation area in Southern California known for its extensive off-road trails and annual King of the Hammers off-road racing event.
  • A. El Mirage Off-Highway Vehicle Recreation Area
    El Mirage Off-Highway Vehicle Recreation Area is a popular Southern California desert riding area managed by the Bureau of Land Management, known for its expansive dry lakebed and surrounding open terrain for off-road vehicles, camping, and recreational activities.
  • B. Round Valley Recreation Area
    Round Valley Recreation Area is a popular New Jersey state recreation site known for its deep reservoir, camping, hiking, fishing, and other outdoor activities.
  • C. Terry Trueblood Recreation Area
    Terry Trueblood Recreation Area is a public outdoor park and recreation area in Iowa City, Iowa, featuring a lake, trails, and facilities for activities like boating, fishing, and picnicking.
  • D. Pleasant Creek State Recreation Area
    Pleasant Creek State Recreation Area is a public outdoor recreation and wildlife area in eastern Iowa known for its large reservoir, camping, fishing, boating, and hiking opportunities.
  • E. Bladon Springs State Park
    Bladon Springs State Park is a historic Alabama state park known for its 19th-century mineral springs resort and tranquil natural setting.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRecreationAreaNearby
Context triple: [Lucerne Valley, hasRecreationAreaNearby, Johnson Valley Off-Highway Vehicle Area]
  • A. hasRecreationalArea chosen
    Indicates that an entity includes, provides, or is associated with a designated space intended for leisure or recreational activities.
  • B. hasRecreationFacility
    Indicates that one entity provides, contains, or is equipped with a recreational facility for use by another entity or by the public.
  • C. hasRecreationalOrganization
    Indicates that an entity is associated with, or hosts, a recreational organization such as a club, team, or leisure group.
  • D. hasAttractionNearby
    Indicates that one entity is located close to another entity that serves as an attraction or point of interest.
  • E. hasNearbyGreenSpace
    Indicates that an entity is located close to an area of green space, such as a park, garden, or natural vegetation.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abceab9ce881909ae0a2f34515c11e completed March 7, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3e740c88190872aa1a7834d73b0 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb4b942b08190addc2885fbda0e41 completed March 9, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69aeb557247c8190920ce3a5db388800 completed March 9, 2026, 11:56 a.m.
PD Predicate disambiguation batch_69abc5a530e8819094105aa92dfaf6b3 completed March 7, 2026, 6:28 a.m.
Created at: March 4, 2026, 7:58 p.m.