Triple

T8666247
Position Surface form Disambiguated ID Type / Status
Subject Ventura County Transportation Commission E205680 entity
Predicate abbreviation P43 FINISHED
Object VCTC
VCTC is the regional transportation planning and public transit agency serving Ventura County, California.
 E749411 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: VCTC | Statement: [Ventura County Transportation Commission, abbreviation, VCTC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: VCTC
Context triple: [Ventura County Transportation Commission, abbreviation, VCTC]
  • A. Northeast Wisconsin Technical College
    Northeast Wisconsin Technical College is a public two-year technical and community college serving Green Bay and the surrounding Northeast Wisconsin region with career-focused education and training programs.
  • B. Pulaski Technical College
    Pulaski Technical College is a public two-year community college offering career, technical, and transfer programs to students in central Arkansas.
  • C. Clover Park Technical College
    Clover Park Technical College is a public two-year institution in Lakewood, Washington, offering career-focused technical and professional training programs.
  • D. Muskegon Community College
    Muskegon Community College is a public two-year college offering associate degrees, certificates, and transfer programs to students in the Muskegon, Michigan area.
  • E. Kellogg Community College
    Kellogg Community College is a public community college in Michigan known for offering associate degrees, certificates, and workforce training programs to students in the Battle Creek area and surrounding communities.
  • 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: VCTC
Triple: [Ventura County Transportation Commission, abbreviation, VCTC]
Generated description
VCTC is the regional transportation planning and public transit agency serving Ventura County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: VCTC
Target entity description: VCTC is the regional transportation planning and public transit agency serving Ventura County, California.
  • A. Northeast Wisconsin Technical College
    Northeast Wisconsin Technical College is a public two-year technical and community college serving Green Bay and the surrounding Northeast Wisconsin region with career-focused education and training programs.
  • B. Pulaski Technical College
    Pulaski Technical College is a public two-year community college offering career, technical, and transfer programs to students in central Arkansas.
  • C. Clover Park Technical College
    Clover Park Technical College is a public two-year institution in Lakewood, Washington, offering career-focused technical and professional training programs.
  • D. Muskegon Community College
    Muskegon Community College is a public two-year college offering associate degrees, certificates, and transfer programs to students in the Muskegon, Michigan area.
  • E. Kellogg Community College
    Kellogg Community College is a public community college in Michigan known for offering associate degrees, certificates, and workforce training programs to students in the Battle Creek area and surrounding communities.
  • 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_69ca83516ae88190aefe034b3bc589e3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc48a1dd1481908c56abca48fcd562 completed March 31, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd1592788190a882fb7218f95807 completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8e5afc8190912b6eb9c80dd073 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf8ee4f48190bb901e35ade91b6c completed April 2, 2026, 8:20 p.m.
Created at: March 30, 2026, 6:31 p.m.