Triple

T2404803
Position Surface form Disambiguated ID Type / Status
Subject Oakhurst E50250 entity
Predicate formerlyKnownAs P65 FINISHED
Object Fresno Flats
Fresno Flats is the former name of Oakhurst, a small community in California’s Sierra Nevada foothills near Yosemite National Park.
E262956 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: Fresno Flats | Statement: [Oakhurst, formerlyKnownAs, Fresno Flats]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fresno Flats
Context triple: [Oakhurst, formerlyKnownAs, Fresno Flats]
  • A. Atwater Village
    Atwater Village is a vibrant, historically diverse neighborhood in northeast Los Angeles known for its walkable streets, independent shops, and growing arts and dining scene.
  • B. Mar Vista
    Mar Vista is a primarily residential neighborhood on the Westside of Los Angeles known for its quiet streets, mid-century homes, and proximity to coastal areas like Venice.
  • C. Mission Valley
    Mission Valley is a major commercial and residential neighborhood in central San Diego known for its shopping centers, hotels, and proximity to key freeways and the San Diego River.
  • D. Huntington Park
    Huntington Park is a small, elegant urban park in San Francisco’s Nob Hill neighborhood, known for its manicured lawns, fountain, and views of surrounding historic landmarks.
  • E. Shafter
    Shafter is a surname most notably associated with William R. Shafter, a U.S. Army general who served in the American Civil War and the Spanish–American War.
  • 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: Fresno Flats
Triple: [Oakhurst, formerlyKnownAs, Fresno Flats]
Generated description
Fresno Flats is the former name of Oakhurst, a small community in California’s Sierra Nevada foothills near Yosemite National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fresno Flats
Target entity description: Fresno Flats is the former name of Oakhurst, a small community in California’s Sierra Nevada foothills near Yosemite National Park.
  • A. Atwater Village
    Atwater Village is a vibrant, historically diverse neighborhood in northeast Los Angeles known for its walkable streets, independent shops, and growing arts and dining scene.
  • B. Mar Vista
    Mar Vista is a primarily residential neighborhood on the Westside of Los Angeles known for its quiet streets, mid-century homes, and proximity to coastal areas like Venice.
  • C. Mission Valley
    Mission Valley is a major commercial and residential neighborhood in central San Diego known for its shopping centers, hotels, and proximity to key freeways and the San Diego River.
  • D. Huntington Park
    Huntington Park is a small, elegant urban park in San Francisco’s Nob Hill neighborhood, known for its manicured lawns, fountain, and views of surrounding historic landmarks.
  • E. Shafter
    Shafter is a surname most notably associated with William R. Shafter, a U.S. Army general who served in the American Civil War and the Spanish–American War.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8fa151081909bc6be528b29b315 completed March 7, 2026, 6:43 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.
Created at: March 4, 2026, 7:58 p.m.