Triple

T4240310
Position Surface form Disambiguated ID Type / Status
Subject San Gabriel Valley E95395 entity
Predicate contains P35 FINISHED
Object Walnut, California
Walnut, California is a suburban city in eastern Los Angeles County known for its highly ranked public schools, affluent residential neighborhoods, and location near the San Jose Hills.
 E424564 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: Walnut, California | Statement: [San Gabriel Valley, contains, Walnut, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walnut, California
Context triple: [San Gabriel Valley, contains, Walnut, California]
  • A. Williams, California
    Williams, California is a small agricultural city in Colusa County known as a gateway stop along Interstate 5 in the Sacramento Valley.
  • B. Woodside, California
    Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
  • C. Hawthorne, California
    Hawthorne, California is a city in southwestern Los Angeles County known for hosting major aerospace and technology companies, including SpaceX’s headquarters.
  • D. Windsor, California
    Windsor, California is a small town in Sonoma County known for its family-friendly community, town green events, and proximity to Northern California wine country.
  • E. Wildomar, California
    Wildomar, California is a small city in Riverside County’s Inland Empire region known for its suburban residential character and proximity to the I-15 corridor.
  • 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: Walnut, California
Triple: [San Gabriel Valley, contains, Walnut, California]
Generated description
Walnut, California is a suburban city in eastern Los Angeles County known for its highly ranked public schools, affluent residential neighborhoods, and location near the San Jose Hills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walnut, California
Target entity description: Walnut, California is a suburban city in eastern Los Angeles County known for its highly ranked public schools, affluent residential neighborhoods, and location near the San Jose Hills.
  • A. Williams, California
    Williams, California is a small agricultural city in Colusa County known as a gateway stop along Interstate 5 in the Sacramento Valley.
  • B. Woodside, California
    Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
  • C. Hawthorne, California
    Hawthorne, California is a city in southwestern Los Angeles County known for hosting major aerospace and technology companies, including SpaceX’s headquarters.
  • D. Windsor, California
    Windsor, California is a small town in Sonoma County known for its family-friendly community, town green events, and proximity to Northern California wine country.
  • E. Wildomar, California
    Wildomar, California is a small city in Riverside County’s Inland Empire region known for its suburban residential character and proximity to the I-15 corridor.
  • 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e77fb5c8190b298818acb68ff63 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a86fe7708190a64ba187fb302c9a completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5a94e637881909a20bb1df0cd5768 completed March 14, 2026, 6:30 p.m.
NED2 Entity disambiguation (via description) batch_69b5a9d9b28081909d7dc97b02209318 completed March 14, 2026, 6:32 p.m.
Created at: March 12, 2026, 11:05 p.m.