Triple

T12876991
Position Surface form Disambiguated ID Type / Status
Subject California Transportation Commission E307993 entity
Predicate programsInclude P10191 FINISHED
Object Trade Corridor Enhancement Program
The Trade Corridor Enhancement Program is a California initiative that funds infrastructure projects to improve the efficiency, safety, and capacity of key freight and goods movement routes.
E1005913 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: Trade Corridor Enhancement Program | Statement: [California Transportation Commission, programsInclude, Trade Corridor Enhancement Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trade Corridor Enhancement Program
Context triple: [California Transportation Commission, programsInclude, Trade Corridor Enhancement Program]
  • A. National Trade Corridors Fund
    The National Trade Corridors Fund is a Canadian federal funding program that supports infrastructure projects to improve the efficiency, reliability, and resilience of the country’s trade and transportation corridors.
  • B. East–West Economic Corridor
    The East–West Economic Corridor is a major transnational transport and economic development route in mainland Southeast Asia that links Myanmar, Thailand, Laos, and Vietnam across the Indochinese peninsula.
  • C. East–West shipping corridor
    The East–West shipping corridor is a major maritime trade route linking key ports across Europe and Asia, facilitating high-volume container and bulk cargo movement between eastern and western markets.
  • D. Transportation Improvement Programs
    Transportation Improvement Programs are short-range, federally required planning documents that prioritize and allocate funding for transportation projects within a metropolitan area.
  • E. China–Pakistan Economic Corridor
    The China–Pakistan Economic Corridor is a major infrastructure and economic development initiative linking western China to Pakistan’s Gwadar Port through a network of roads, railways, and energy projects.
  • 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: Trade Corridor Enhancement Program
Triple: [California Transportation Commission, programsInclude, Trade Corridor Enhancement Program]
Generated description
The Trade Corridor Enhancement Program is a California initiative that funds infrastructure projects to improve the efficiency, safety, and capacity of key freight and goods movement routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trade Corridor Enhancement Program
Target entity description: The Trade Corridor Enhancement Program is a California initiative that funds infrastructure projects to improve the efficiency, safety, and capacity of key freight and goods movement routes.
  • A. National Trade Corridors Fund
    The National Trade Corridors Fund is a Canadian federal funding program that supports infrastructure projects to improve the efficiency, reliability, and resilience of the country’s trade and transportation corridors.
  • B. East–West Economic Corridor
    The East–West Economic Corridor is a major transnational transport and economic development route in mainland Southeast Asia that links Myanmar, Thailand, Laos, and Vietnam across the Indochinese peninsula.
  • C. East–West shipping corridor
    The East–West shipping corridor is a major maritime trade route linking key ports across Europe and Asia, facilitating high-volume container and bulk cargo movement between eastern and western markets.
  • D. Transportation Improvement Programs
    Transportation Improvement Programs are short-range, federally required planning documents that prioritize and allocate funding for transportation projects within a metropolitan area.
  • E. China–Pakistan Economic Corridor
    The China–Pakistan Economic Corridor is a major infrastructure and economic development initiative linking western China to Pakistan’s Gwadar Port through a network of roads, railways, and energy projects.
  • 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.