Triple

T5332911
Position Surface form Disambiguated ID Type / Status
Subject Clipper E123351 entity
Predicate usedOn P2367 FINISHED
Object Petaluma Transit
Petaluma Transit is the public bus system serving the city of Petaluma, California, providing local fixed-route and paratransit services.
E513227 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: Petaluma Transit | Statement: [Clipper, usedOn, Petaluma Transit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Petaluma Transit
Context triple: [Clipper, usedOn, Petaluma Transit]
  • A. Sonoma County Transit
    Sonoma County Transit is the primary public bus system serving communities throughout Sonoma County in Northern California.
  • B. Everett Transit
    Everett Transit is the public bus transportation agency serving the city of Everett in Washington State.
  • C. Solano Transportation Authority
    Solano Transportation Authority is a public agency that plans, funds, and coordinates transportation projects and services within Solano County, California.
  • D. Kitsap Transit
    Kitsap Transit is a public transportation agency serving Kitsap County, Washington, providing bus, ferry, and related transit services in the region.
  • E. Placer County Transit
    Placer County Transit is a public bus transportation system serving communities in Placer County, California, with regional connections into the greater Sacramento area.
  • 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: Petaluma Transit
Triple: [Clipper, usedOn, Petaluma Transit]
Generated description
Petaluma Transit is the public bus system serving the city of Petaluma, California, providing local fixed-route and paratransit services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Petaluma Transit
Target entity description: Petaluma Transit is the public bus system serving the city of Petaluma, California, providing local fixed-route and paratransit services.
  • A. Sonoma County Transit
    Sonoma County Transit is the primary public bus system serving communities throughout Sonoma County in Northern California.
  • B. Everett Transit
    Everett Transit is the public bus transportation agency serving the city of Everett in Washington State.
  • C. Solano Transportation Authority
    Solano Transportation Authority is a public agency that plans, funds, and coordinates transportation projects and services within Solano County, California.
  • D. Kitsap Transit
    Kitsap Transit is a public transportation agency serving Kitsap County, Washington, providing bus, ferry, and related transit services in the region.
  • E. Placer County Transit
    Placer County Transit is a public bus transportation system serving communities in Placer County, California, with regional connections into the greater Sacramento area.
  • 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_69bd46477f9081909d242a327d749466 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85ac8e10819088b6a9e02d927044 completed March 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21bebea0819083e6deae67f3e834 completed March 21, 2026, 10:54 p.m.
NEDg Description generation batch_69bf225712c081909eb750730ba03179 completed March 21, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_69bf22a7e7388190827b59286f3d7e96 completed March 21, 2026, 10:58 p.m.
Created at: March 20, 2026, 2 p.m.