Triple

T13716238
Position Surface form Disambiguated ID Type / Status
Subject Zone 7 Water Agency E328906 entity
Predicate serviceArea P82 FINISHED
Object Livermore-Amador Valley
Livermore-Amador Valley is a region in eastern Alameda County, California, encompassing communities such as Livermore, Pleasanton, and Dublin and known for its suburban development, wineries, and technology and research facilities.
E1058215 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: Livermore-Amador Valley | Statement: [Zone 7 Water Agency, serviceArea, Livermore-Amador Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Livermore-Amador Valley
Context triple: [Zone 7 Water Agency, serviceArea, Livermore-Amador Valley]
  • A. Lamorinda
    Lamorinda is an affluent suburban region in the San Francisco Bay Area’s East Bay, encompassing the communities of Lafayette, Moraga, and Orinda.
  • B. Santa Clara River Valley
    The Santa Clara River Valley is an agricultural and residential valley in Southern California known for its citrus groves, small towns, and the Santa Clara River running from the mountains to the Pacific Ocean.
  • C. Arroyo Grande Valley
    Arroyo Grande Valley is a cool-climate wine region in California’s Central Coast known for producing high-quality Pinot Noir and Chardonnay.
  • D. Rancho Petaluma
    Rancho Petaluma was a large Mexican-era land grant in present-day Sonoma County, California, historically associated with the early development of the region under General Mariano Guadalupe Vallejo.
  • E. São Francisco Valley
    São Francisco Valley is a semi-arid wine- and fruit-producing region in northeastern Brazil, known for irrigated agriculture along the São Francisco River.
  • 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: Livermore-Amador Valley
Triple: [Zone 7 Water Agency, serviceArea, Livermore-Amador Valley]
Generated description
Livermore-Amador Valley is a region in eastern Alameda County, California, encompassing communities such as Livermore, Pleasanton, and Dublin and known for its suburban development, wineries, and technology and research facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Livermore-Amador Valley
Target entity description: Livermore-Amador Valley is a region in eastern Alameda County, California, encompassing communities such as Livermore, Pleasanton, and Dublin and known for its suburban development, wineries, and technology and research facilities.
  • A. Lamorinda
    Lamorinda is an affluent suburban region in the San Francisco Bay Area’s East Bay, encompassing the communities of Lafayette, Moraga, and Orinda.
  • B. Santa Clara River Valley
    The Santa Clara River Valley is an agricultural and residential valley in Southern California known for its citrus groves, small towns, and the Santa Clara River running from the mountains to the Pacific Ocean.
  • C. Arroyo Grande Valley
    Arroyo Grande Valley is a cool-climate wine region in California’s Central Coast known for producing high-quality Pinot Noir and Chardonnay.
  • D. Rancho Petaluma
    Rancho Petaluma was a large Mexican-era land grant in present-day Sonoma County, California, historically associated with the early development of the region under General Mariano Guadalupe Vallejo.
  • E. São Francisco Valley
    São Francisco Valley is a semi-arid wine- and fruit-producing region in northeastern Brazil, known for irrigated agriculture along the São Francisco River.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dd4398f0448190810c840a82228706 completed April 13, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79d5878948190a2aaab2ba31bd1ed completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e9e6ff88190b031fb1403cacabc completed May 3, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f7a2d6e7ec81908a4cbc324e793c24 completed May 3, 2026, 7:32 p.m.
Created at: April 9, 2026, 9:54 p.m.