Triple

T2520425
Position Surface form Disambiguated ID Type / Status
Subject EDSA E55508 entity
Predicate maintainedBy P86 FINISHED
Object Department of Public Works and Highways
The Department of Public Works and Highways is the Philippine government agency responsible for planning, constructing, and maintaining the country’s national roads, bridges, and other public infrastructure.
E275438 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: Department of Public Works and Highways | Statement: [EDSA, maintainedBy, Department of Public Works and Highways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Public Works and Highways
Context triple: [EDSA, maintainedBy, Department of Public Works and Highways]
  • A. Department of the Interior and Local Government of the Philippines
    The Department of the Interior and Local Government of the Philippines is the executive department responsible for promoting peace and order, ensuring public safety, and strengthening the capabilities of local government units across the country.
  • B. Puerto Rico Department of Transportation and Public Works
    The Puerto Rico Department of Transportation and Public Works is the government agency responsible for planning, building, and maintaining Puerto Rico’s transportation infrastructure and public works systems.
  • C. National Economic and Development Authority of the Philippines
    The National Economic and Development Authority of the Philippines is the government’s primary socioeconomic planning body, responsible for formulating development plans and policies to guide the country’s economic growth.
  • D. Metropolitan Manila Development Authority
    The Metropolitan Manila Development Authority is a Philippine government agency responsible for planning, regulating, and coordinating services such as traffic management, flood control, and urban development across the National Capital Region.
  • E. Infrastructure and Projects Authority
    The Infrastructure and Projects Authority is the UK government’s centre of expertise responsible for supporting, assuring, and improving the delivery of major public infrastructure and large-scale 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: Department of Public Works and Highways
Triple: [EDSA, maintainedBy, Department of Public Works and Highways]
Generated description
The Department of Public Works and Highways is the Philippine government agency responsible for planning, constructing, and maintaining the country’s national roads, bridges, and other public infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Public Works and Highways
Target entity description: The Department of Public Works and Highways is the Philippine government agency responsible for planning, constructing, and maintaining the country’s national roads, bridges, and other public infrastructure.
  • A. Department of the Interior and Local Government of the Philippines
    The Department of the Interior and Local Government of the Philippines is the executive department responsible for promoting peace and order, ensuring public safety, and strengthening the capabilities of local government units across the country.
  • B. Puerto Rico Department of Transportation and Public Works
    The Puerto Rico Department of Transportation and Public Works is the government agency responsible for planning, building, and maintaining Puerto Rico’s transportation infrastructure and public works systems.
  • C. National Economic and Development Authority of the Philippines
    The National Economic and Development Authority of the Philippines is the government’s primary socioeconomic planning body, responsible for formulating development plans and policies to guide the country’s economic growth.
  • D. Metropolitan Manila Development Authority
    The Metropolitan Manila Development Authority is a Philippine government agency responsible for planning, regulating, and coordinating services such as traffic management, flood control, and urban development across the National Capital Region.
  • E. Infrastructure and Projects Authority
    The Infrastructure and Projects Authority is the UK government’s centre of expertise responsible for supporting, assuring, and improving the delivery of major public infrastructure and large-scale 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd2343e3081908819dc58d8ff40ce completed March 7, 2026, 7:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2ba2adc081908a0c7ff24db89de6 completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af51dee3508190a0d1608a7d905742 completed March 9, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69af52a97d008190b55491fa557eb729 completed March 9, 2026, 11:07 p.m.
Created at: March 6, 2026, 9:46 p.m.