Triple

T4380129
Position Surface form Disambiguated ID Type / Status
Subject Port of Batangas E99107 entity
Predicate partOf P40 FINISHED
Object 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.
E435815 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: Philippine Nautical Highway System | Statement: [Port of Batangas, partOf, Philippine Nautical Highway System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philippine Nautical Highway System
Context triple: [Port of Batangas, partOf, Philippine Nautical Highway System]
  • A. Cebu–Mactan road network
    The Cebu–Mactan road network is the system of roads and bridges that connects Mactan Island to mainland Cebu, facilitating regional transport and economic activity in the central Philippines.
  • B. 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.
  • C. Manila–Acapulco route
    The Manila–Acapulco route was the trans-Pacific maritime corridor that linked the Spanish colonies in Asia and the Americas, enabling centuries of global trade and cultural exchange between the Philippines and Mexico.
  • D. Indonesian archipelagic sea lanes
    Indonesian archipelagic sea lanes are designated international shipping routes that allow foreign vessels and aircraft to transit through Indonesia’s archipelago while balancing national sovereignty with global navigation rights.
  • E. Recto–Antipolo corridor
    The Recto–Antipolo corridor is a major east–west urban transit corridor in Metro Manila linking the Recto area of Manila with the city of Antipolo in Rizal Province.
  • 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: Philippine Nautical Highway System
Triple: [Port of Batangas, partOf, Philippine Nautical Highway System]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philippine Nautical Highway System
Target entity description: 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.
  • A. Cebu–Mactan road network
    The Cebu–Mactan road network is the system of roads and bridges that connects Mactan Island to mainland Cebu, facilitating regional transport and economic activity in the central Philippines.
  • B. 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.
  • C. Manila–Acapulco route
    The Manila–Acapulco route was the trans-Pacific maritime corridor that linked the Spanish colonies in Asia and the Americas, enabling centuries of global trade and cultural exchange between the Philippines and Mexico.
  • D. Indonesian archipelagic sea lanes
    Indonesian archipelagic sea lanes are designated international shipping routes that allow foreign vessels and aircraft to transit through Indonesia’s archipelago while balancing national sovereignty with global navigation rights.
  • E. Recto–Antipolo corridor
    The Recto–Antipolo corridor is a major east–west urban transit corridor in Metro Manila linking the Recto area of Manila with the city of Antipolo in Rizal Province.
  • 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_69b3454ea8f48190a49c2436624d6ef6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3524154dc81908532cdf997dcb802 completed March 12, 2026, 11:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e51c87908190a561513ec64a2d72 completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5e72525248190bfe813f61355c19c completed March 14, 2026, 10:54 p.m.
NED2 Entity disambiguation (via description) batch_69b5e78e07388190b40e6d9817c44c9e completed March 14, 2026, 10:56 p.m.
Created at: March 12, 2026, 11:18 p.m.