Triple

T4291129
Position Surface form Disambiguated ID Type / Status
Subject California's 2nd congressional district E99593 entity
Predicate includesCity P3207 FINISHED
Object Ukiah, California
Ukiah, California is a small city in Mendocino County known as a regional hub for wine production, cannabis cultivation, and outdoor recreation in Northern California.
E430576 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: Ukiah, California | Statement: [California's 2nd congressional district, includesCity, Ukiah, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ukiah, California
Context triple: [California's 2nd congressional district, includesCity, Ukiah, California]
  • A. Ukiah, Oregon
    Ukiah, Oregon is a small rural city in northeastern Oregon known for its proximity to forested recreation areas and outdoor activities.
  • B. Klamath, California
    Klamath, California is a small unincorporated community in far Northern California near the mouth of the Klamath River, known for its proximity to redwood forests and outdoor recreation.
  • C. Gualala, California
    Gualala, California is a small coastal community in Mendocino County known for its scenic Pacific Ocean views, redwood forests, and role as a gateway to the rugged North Coast.
  • D. Wawona, California
    Wawona, California is a small community within Yosemite National Park known for its historic hotel, giant sequoias, and proximity to scenic natural attractions.
  • E. Weaverville, California
    Weaverville, California is a historic Gold Rush-era town in Trinity County known for its preserved 19th-century architecture and proximity to outdoor recreation in the Trinity Alps region.
  • 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: Ukiah, California
Triple: [California's 2nd congressional district, includesCity, Ukiah, California]
Generated description
Ukiah, California is a small city in Mendocino County known as a regional hub for wine production, cannabis cultivation, and outdoor recreation in Northern California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ukiah, California
Target entity description: Ukiah, California is a small city in Mendocino County known as a regional hub for wine production, cannabis cultivation, and outdoor recreation in Northern California.
  • A. Ukiah, Oregon
    Ukiah, Oregon is a small rural city in northeastern Oregon known for its proximity to forested recreation areas and outdoor activities.
  • B. Klamath, California
    Klamath, California is a small unincorporated community in far Northern California near the mouth of the Klamath River, known for its proximity to redwood forests and outdoor recreation.
  • C. Gualala, California
    Gualala, California is a small coastal community in Mendocino County known for its scenic Pacific Ocean views, redwood forests, and role as a gateway to the rugged North Coast.
  • D. Wawona, California
    Wawona, California is a small community within Yosemite National Park known for its historic hotel, giant sequoias, and proximity to scenic natural attractions.
  • E. Weaverville, California
    Weaverville, California is a historic Gold Rush-era town in Trinity County known for its preserved 19th-century architecture and proximity to outdoor recreation in the Trinity Alps region.
  • 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_69b3455175088190aa79c6e03b86647e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3507efb28819091a9d5b9161a5008 completed March 12, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d06fc60c8190a21fdfed689dac53 completed March 14, 2026, 9:17 p.m.
NEDg Description generation batch_69b5d14748108190a6f5d4aebaa83ed6 completed March 14, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69b5d1b610888190bccace493224c373 completed March 14, 2026, 9:23 p.m.
Created at: March 12, 2026, 11:08 p.m.