Triple

T17668522
Position Surface form Disambiguated ID Type / Status
Subject Visalia-Porterville metropolitan area E440451 entity
Predicate containsUnincorporatedCommunity P6345 FINISHED
Object Springville, California
Springville, California is a small unincorporated community in Tulare County known as a rural gateway to the Sierra Nevada foothills and nearby Sequoia National Forest.
E1280549 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: Springville, California | Statement: [Visalia-Porterville metropolitan area, containsUnincorporatedCommunity, Springville, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Springville, California
Context triple: [Visalia-Porterville metropolitan area, containsUnincorporatedCommunity, Springville, California]
  • A. Roseville, California
    Roseville, California is a rapidly growing suburban city in Placer County near Sacramento, known for its major retail centers, family-friendly neighborhoods, and role as a regional commercial hub.
  • B. Spring Valley, California
    Spring Valley, California is an unincorporated suburban community in San Diego County known for its residential neighborhoods, schools, and proximity to the city of San Diego.
  • C. Sunnydale, California
    Sunnydale, California is the fictional Southern California town that serves as the primary backdrop for the television series "Buffy the Vampire Slayer," known for its Hellmouth and frequent supernatural occurrences.
  • D. Oakville, California
    Oakville, California is a small Napa Valley town renowned for its premium vineyards and wineries, particularly for producing high-quality Cabernet Sauvignon.
  • E. Centerville, California
    Centerville, California is a small unincorporated community in Fresno County located in the San Joaquin Valley east of Fresno.
  • 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: Springville, California
Triple: [Visalia-Porterville metropolitan area, containsUnincorporatedCommunity, Springville, California]
Generated description
Springville, California is a small unincorporated community in Tulare County known as a rural gateway to the Sierra Nevada foothills and nearby Sequoia National Forest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Springville, California
Target entity description: Springville, California is a small unincorporated community in Tulare County known as a rural gateway to the Sierra Nevada foothills and nearby Sequoia National Forest.
  • A. Roseville, California
    Roseville, California is a rapidly growing suburban city in Placer County near Sacramento, known for its major retail centers, family-friendly neighborhoods, and role as a regional commercial hub.
  • B. Spring Valley, California
    Spring Valley, California is an unincorporated suburban community in San Diego County known for its residential neighborhoods, schools, and proximity to the city of San Diego.
  • C. Sunnydale, California
    Sunnydale, California is the fictional Southern California town that serves as the primary backdrop for the television series "Buffy the Vampire Slayer," known for its Hellmouth and frequent supernatural occurrences.
  • D. Oakville, California
    Oakville, California is a small Napa Valley town renowned for its premium vineyards and wineries, particularly for producing high-quality Cabernet Sauvignon.
  • E. Centerville, California
    Centerville, California is a small unincorporated community in Fresno County located in the San Joaquin Valley east of Fresno.
  • 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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f6723d081908eaa57eef6d70bd0 completed April 19, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_6a021660717c8190a2d82466910ebd67 completed May 11, 2026, 5:48 p.m.
NEDg Description generation batch_6a0217b86b3881909d26d9e28992c79e completed May 11, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_6a02182a78c081909e92baecf662fbba completed May 11, 2026, 5:55 p.m.
Created at: April 10, 2026, 9:58 a.m.