Triple

T12511302
Position Surface form Disambiguated ID Type / Status
Subject Department of Transportation (Philippines) E299083 entity
Predicate headedBy P981 FINISHED
Object Secretary of Transportation of the Philippines
The Secretary of Transportation of the Philippines is the Cabinet-level official responsible for overseeing the country’s transportation policies, infrastructure development, and regulation of land, air, and sea transport systems.
E936705 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: Secretary of Transportation of the Philippines | Statement: [Department of Transportation (Philippines), headedBy, Secretary of Transportation of the Philippines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Secretary of Transportation of the Philippines
Context triple: [Department of Transportation (Philippines), headedBy, Secretary of Transportation of the Philippines]
  • A. Secretary of Public Works and Highways
    The Secretary of Public Works and Highways is the Philippine government official who leads the Department of Public Works and Highways, overseeing national infrastructure planning, construction, and maintenance.
  • B. Department of Transportation (Philippines)
    The Department of Transportation (Philippines) is the national government agency responsible for planning, implementing, and regulating the country’s transportation systems and infrastructure across land, air, and sea.
  • C. Secretary of Transportation and Public Works of Puerto Rico
    The Secretary of Transportation and Public Works of Puerto Rico is the chief government official responsible for overseeing the island’s transportation infrastructure, public transit systems, and public works projects.
  • D. Executive Secretary of the Philippines
    The Executive Secretary of the Philippines is a high-ranking government official who serves as the chief aide and alter ego of the President, overseeing the operations of the Office of the President and coordinating executive branch activities.
  • E. Minister for Transport
    The Minister for Transport is a government cabinet position responsible for overseeing a jurisdiction’s transport systems, infrastructure, and related agencies.
  • 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: Secretary of Transportation of the Philippines
Triple: [Department of Transportation (Philippines), headedBy, Secretary of Transportation of the Philippines]
Generated description
The Secretary of Transportation of the Philippines is the Cabinet-level official responsible for overseeing the country’s transportation policies, infrastructure development, and regulation of land, air, and sea transport systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Secretary of Transportation of the Philippines
Target entity description: The Secretary of Transportation of the Philippines is the Cabinet-level official responsible for overseeing the country’s transportation policies, infrastructure development, and regulation of land, air, and sea transport systems.
  • A. Secretary of Public Works and Highways
    The Secretary of Public Works and Highways is the Philippine government official who leads the Department of Public Works and Highways, overseeing national infrastructure planning, construction, and maintenance.
  • B. Department of Transportation (Philippines) chosen
    The Department of Transportation (Philippines) is the national government agency responsible for planning, implementing, and regulating the country’s transportation systems and infrastructure across land, air, and sea.
  • C. Secretary of Transportation and Public Works of Puerto Rico
    The Secretary of Transportation and Public Works of Puerto Rico is the chief government official responsible for overseeing the island’s transportation infrastructure, public transit systems, and public works projects.
  • D. Executive Secretary of the Philippines
    The Executive Secretary of the Philippines is a high-ranking government official who serves as the chief aide and alter ego of the President, overseeing the operations of the Office of the President and coordinating executive branch activities.
  • E. Minister for Transport
    The Minister for Transport is a government cabinet position responsible for overseeing a jurisdiction’s transport systems, infrastructure, and related agencies.
  • F. None of above.

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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541d6e508190a4992f328e077467 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bb94d608190aae4c8ec39556362 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce1b0ec8190bcbd245255e548b5 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64db823bc819098152a96db960b10 completed May 2, 2026, 7:17 p.m.
Created at: April 8, 2026, 9:57 p.m.