Triple

T16959473
Position Surface form Disambiguated ID Type / Status
Subject Secretary of Transportation (Philippines) E411388 entity
Predicate oversees P46 FINISHED
Object Office for Transportation Security
The Office for Transportation Security is the Philippine government agency responsible for formulating, implementing, and enforcing security policies and measures across the country’s transportation systems.
 E1243675 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: Office for Transportation Security | Statement: [Secretary of Transportation (Philippines), oversees, Office for Transportation Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Office for Transportation Security
Context triple: [Secretary of Transportation (Philippines), oversees, Office for Transportation Security]
  • A. Transportation Security Administration
    The Transportation Security Administration (TSA) is a U.S. federal agency responsible for ensuring the security of the nation’s transportation systems, most notably through passenger and baggage screening at airports.
  • B. TSA
    TSA is the IATA airport code for Taipei Songshan Airport, a major domestic and regional airport serving Taipei, Taiwan.
  • C. TSA
    TSA is the vehicle registration code assigned to Sandomierz County in Poland.
  • D. Bureau of Civil Aviation Security
    The Bureau of Civil Aviation Security is India’s national authority responsible for formulating and enforcing aviation security standards at airports and for airlines across the country.
  • E. Federal Office of Civil Aviation
    The Federal Office of Civil Aviation is Switzerland’s national aviation authority responsible for regulating and overseeing civil aviation safety, security, and infrastructure.
  • 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: Office for Transportation Security
Triple: [Secretary of Transportation (Philippines), oversees, Office for Transportation Security]
Generated description
The Office for Transportation Security is the Philippine government agency responsible for formulating, implementing, and enforcing security policies and measures across the country’s transportation systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Office for Transportation Security
Target entity description: The Office for Transportation Security is the Philippine government agency responsible for formulating, implementing, and enforcing security policies and measures across the country’s transportation systems.
  • A. Transportation Security Administration
    The Transportation Security Administration (TSA) is a U.S. federal agency responsible for ensuring the security of the nation’s transportation systems, most notably through passenger and baggage screening at airports.
  • B. TSA
    TSA is the IATA airport code for Taipei Songshan Airport, a major domestic and regional airport serving Taipei, Taiwan.
  • C. TSA
    TSA is the vehicle registration code assigned to Sandomierz County in Poland.
  • D. Bureau of Civil Aviation Security
    The Bureau of Civil Aviation Security is India’s national authority responsible for formulating and enforcing aviation security standards at airports and for airlines across the country.
  • E. Federal Office of Civil Aviation
    The Federal Office of Civil Aviation is Switzerland’s national aviation authority responsible for regulating and overseeing civil aviation safety, security, and infrastructure.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01f9ba881908dc8820b92869a63 completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d468f5048190aa43b212ec7a7306 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d5f5f0448190be407979539fcd80 completed May 10, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_6a00d6e1add481908cce9048e3746e7c completed May 10, 2026, 7:05 p.m.
Created at: April 10, 2026, 5:31 a.m.