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.