Triple

T12876993
Position Surface form Disambiguated ID Type / Status
Subject California Transportation Commission E307993 entity
Predicate programsInclude P10191 FINISHED
Object Local Partnership Program
The Local Partnership Program is a California initiative that provides funding support to local and regional transportation agencies that generate their own transportation revenues, helping them deliver priority infrastructure and mobility projects.
E1005915 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: Local Partnership Program | Statement: [California Transportation Commission, programsInclude, Local Partnership Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Local Partnership Program
Context triple: [California Transportation Commission, programsInclude, Local Partnership Program]
  • A. Local Enterprise Partnership
    The Local Enterprise Partnership is a business-led public–private partnership that drives economic growth, investment, and job creation across the Sheffield City Region.
  • B. Community Partnerships Bureau
    The Community Partnerships Bureau is a division of the Los Angeles County Sheriff's Department focused on building relationships with residents and community organizations to enhance public safety and trust.
  • C. Local Involvement Network
    A Local Involvement Network was a community-based body in England that enabled local people to influence, monitor, and help shape health and social care services in their area.
  • D. Local Technical Assistance program
    The Local Technical Assistance program is a U.S. Economic Development Administration initiative that provides technical and planning support to communities and organizations to help them address economic development challenges and opportunities.
  • E. Central Partnership
    Central Partnership is a major Russian film distribution and production company known for releasing both domestic and international movies in the Russian market.
  • 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: Local Partnership Program
Triple: [California Transportation Commission, programsInclude, Local Partnership Program]
Generated description
The Local Partnership Program is a California initiative that provides funding support to local and regional transportation agencies that generate their own transportation revenues, helping them deliver priority infrastructure and mobility projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Local Partnership Program
Target entity description: The Local Partnership Program is a California initiative that provides funding support to local and regional transportation agencies that generate their own transportation revenues, helping them deliver priority infrastructure and mobility projects.
  • A. Local Enterprise Partnership
    The Local Enterprise Partnership is a business-led public–private partnership that drives economic growth, investment, and job creation across the Sheffield City Region.
  • B. Community Partnerships Bureau
    The Community Partnerships Bureau is a division of the Los Angeles County Sheriff's Department focused on building relationships with residents and community organizations to enhance public safety and trust.
  • C. Local Involvement Network
    A Local Involvement Network was a community-based body in England that enabled local people to influence, monitor, and help shape health and social care services in their area.
  • D. Local Technical Assistance program
    The Local Technical Assistance program is a U.S. Economic Development Administration initiative that provides technical and planning support to communities and organizations to help them address economic development challenges and opportunities.
  • E. Central Partnership
    Central Partnership is a major Russian film distribution and production company known for releasing both domestic and international movies in the Russian market.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970fa8474819086a8af3c90f3ca84 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb83bac8190838f7537b806317c completed May 3, 2026, 12:50 a.m.
NEDg Description generation batch_69f69cc60c488190a5a71e25c075e9ff completed May 3, 2026, 12:54 a.m.
NED2 Entity disambiguation (via description) batch_69f69d870a588190aa1444209085ed7e completed May 3, 2026, 12:57 a.m.
Created at: April 9, 2026, 5:38 p.m.