Triple

T13633083
Position Surface form Disambiguated ID Type / Status
Subject Thousand Oaks, California E325774 entity
Predicate hasPublicTransit P522 FINISHED
Object Thousand Oaks Transit
Thousand Oaks Transit is the local bus system providing public transportation services within and around the city of Thousand Oaks, California.
 E1050874 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: Thousand Oaks Transit | Statement: [Thousand Oaks, California, hasPublicTransit, Thousand Oaks Transit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thousand Oaks Transit
Context triple: [Thousand Oaks, California, hasPublicTransit, Thousand Oaks Transit]
  • A. Torrance Transit
    Torrance Transit is a municipal public bus system serving the city of Torrance and surrounding communities in the South Bay region of Los Angeles County, California.
  • B. Foothill Transit
    Foothill Transit is a public bus transit agency serving communities in the San Gabriel and Pomona Valleys of Los Angeles County, California.
  • C. Pasadena Transit
    Pasadena Transit is a local public bus service operating in and around Pasadena, California, providing fixed-route transportation within the city and connections to regional transit systems.
  • D. City of Santa Clarita Transit
    City of Santa Clarita Transit is the public bus transportation system serving Santa Clarita, California and surrounding areas with local and commuter routes.
  • E. Santa Barbara Metropolitan Transit District
    The Santa Barbara Metropolitan Transit District is the primary public bus agency serving Santa Barbara and surrounding communities in California’s South Coast 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: Thousand Oaks Transit
Triple: [Thousand Oaks, California, hasPublicTransit, Thousand Oaks Transit]
Generated description
Thousand Oaks Transit is the local bus system providing public transportation services within and around the city of Thousand Oaks, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thousand Oaks Transit
Target entity description: Thousand Oaks Transit is the local bus system providing public transportation services within and around the city of Thousand Oaks, California.
  • A. Torrance Transit
    Torrance Transit is a municipal public bus system serving the city of Torrance and surrounding communities in the South Bay region of Los Angeles County, California.
  • B. Foothill Transit
    Foothill Transit is a public bus transit agency serving communities in the San Gabriel and Pomona Valleys of Los Angeles County, California.
  • C. Pasadena Transit
    Pasadena Transit is a local public bus service operating in and around Pasadena, California, providing fixed-route transportation within the city and connections to regional transit systems.
  • D. City of Santa Clarita Transit
    City of Santa Clarita Transit is the public bus transportation system serving Santa Clarita, California and surrounding areas with local and commuter routes.
  • E. Santa Barbara Metropolitan Transit District
    The Santa Barbara Metropolitan Transit District is the primary public bus agency serving Santa Barbara and surrounding communities in California’s South Coast 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5a490508190924ac40f1dd519d6 completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77fab07648190b3b3362a8ffa8961 completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f78070e95c819088982e26fe2d8e26 completed May 3, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69f7815a858c8190a9ae47012d04f8e1 completed May 3, 2026, 5:09 p.m.
Created at: April 9, 2026, 9:51 p.m.