Triple

T14000183
Position Surface form Disambiguated ID Type / Status
Subject Maharlika Highway E336799 entity
Predicate hasSegment P3574 FINISHED
Object AH26 Luzon segment
AH26 Luzon segment is the portion of the Asian Highway 26 route that traverses the island of Luzon in the Philippines, forming a major north–south transport corridor.
E1074764 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: AH26 Luzon segment | Statement: [Maharlika Highway, hasSegment, AH26 Luzon segment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AH26 Luzon segment
Context triple: [Maharlika Highway, hasSegment, AH26 Luzon segment]
  • A. 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.
  • B. Luzon economic corridor
    The Luzon economic corridor is a major development initiative in the Philippines that links key growth centers and infrastructure hubs on Luzon island to promote trade, investment, and regional connectivity.
  • C. 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.
  • D. Mindanao northern corridor
    Mindanao northern corridor is a key economic and transportation belt in northern Mindanao, Philippines, linking major urban centers, ports, and industrial zones across the region.
  • E. Remontado Dumagat
    Remontado Dumagat are an indigenous people of the Philippines, traditionally inhabiting the mountainous and forested areas of Luzon and known for their distinct culture and language.
  • 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: AH26 Luzon segment
Triple: [Maharlika Highway, hasSegment, AH26 Luzon segment]
Generated description
AH26 Luzon segment is the portion of the Asian Highway 26 route that traverses the island of Luzon in the Philippines, forming a major north–south transport corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AH26 Luzon segment
Target entity description: AH26 Luzon segment is the portion of the Asian Highway 26 route that traverses the island of Luzon in the Philippines, forming a major north–south transport corridor.
  • A. 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.
  • B. Luzon economic corridor
    The Luzon economic corridor is a major development initiative in the Philippines that links key growth centers and infrastructure hubs on Luzon island to promote trade, investment, and regional connectivity.
  • C. 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.
  • D. Mindanao northern corridor
    Mindanao northern corridor is a key economic and transportation belt in northern Mindanao, Philippines, linking major urban centers, ports, and industrial zones across the region.
  • E. Remontado Dumagat
    Remontado Dumagat are an indigenous people of the Philippines, traditionally inhabiting the mountainous and forested areas of Luzon and known for their distinct culture and language.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb81b208190a961e49a02fa4140 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac9f1f6c8190af7ddac920661bd5 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae3d04f081908c8d28148b4f1de0 completed May 6, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf41636c8190bf44bd238bd9d9a4 completed May 6, 2026, 9:14 p.m.
Created at: April 9, 2026, 10:19 p.m.