Triple

T16959477
Position Surface form Disambiguated ID Type / Status
Subject Secretary of Transportation (Philippines) E411388 entity
Predicate nativeLabel P657 FINISHED
Object Kalihim ng Transportasyon
Kalihim ng Transportasyon is the Filipino title for the Cabinet official who heads the Philippines’ Department of Transportation and oversees the country’s transportation systems and policies.
E1243676 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: Kalihim ng Transportasyon | Statement: [Secretary of Transportation (Philippines), nativeLabel, Kalihim ng Transportasyon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalihim ng Transportasyon
Context triple: [Secretary of Transportation (Philippines), nativeLabel, Kalihim ng Transportasyon]
  • A. Bicol Express
    Bicol Express is a popular Filipino dish of pork cooked in coconut milk with chilies and shrimp paste, known for its rich, spicy flavor.
  • B. Philippine Nautical Highway System
    The Philippine Nautical Highway System is an integrated network of highways and roll-on/roll-off ferry routes that connects the major islands of the Philippines to facilitate more efficient transport of people, goods, and vehicles.
  • C. Maharlika Highway
    Maharlika Highway is a major national road network in the Philippines that forms part of the country’s primary north–south transportation backbone across Luzon, Samar, Leyte, and Mindanao.
  • D. North Luzon Expressway
    North Luzon Expressway is a major toll expressway in the Philippines that connects Metro Manila to the provinces of Central and Northern Luzon.
  • E. Manila–Cavite Expressway
    The Manila–Cavite Expressway is a major toll expressway in the Philippines that connects Metro Manila to the province of Cavite, easing traffic congestion and facilitating commuter and cargo movement along the coastal area of Manila Bay.
  • 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: Kalihim ng Transportasyon
Triple: [Secretary of Transportation (Philippines), nativeLabel, Kalihim ng Transportasyon]
Generated description
Kalihim ng Transportasyon is the Filipino title for the Cabinet official who heads the Philippines’ Department of Transportation and oversees the country’s transportation systems and policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalihim ng Transportasyon
Target entity description: Kalihim ng Transportasyon is the Filipino title for the Cabinet official who heads the Philippines’ Department of Transportation and oversees the country’s transportation systems and policies.
  • A. Bicol Express
    Bicol Express is a popular Filipino dish of pork cooked in coconut milk with chilies and shrimp paste, known for its rich, spicy flavor.
  • B. Philippine Nautical Highway System
    The Philippine Nautical Highway System is an integrated network of highways and roll-on/roll-off ferry routes that connects the major islands of the Philippines to facilitate more efficient transport of people, goods, and vehicles.
  • C. Maharlika Highway
    Maharlika Highway is a major national road network in the Philippines that forms part of the country’s primary north–south transportation backbone across Luzon, Samar, Leyte, and Mindanao.
  • D. North Luzon Expressway
    North Luzon Expressway is a major toll expressway in the Philippines that connects Metro Manila to the provinces of Central and Northern Luzon.
  • E. Manila–Cavite Expressway
    The Manila–Cavite Expressway is a major toll expressway in the Philippines that connects Metro Manila to the province of Cavite, easing traffic congestion and facilitating commuter and cargo movement along the coastal area of Manila Bay.
  • 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.