Triple

T18802712
Position Surface form Disambiguated ID Type / Status
Subject Marcos Highway E459795 entity
Predicate alsoKnownAs P39 FINISHED
Object Agoo–Baguio Road
Agoo–Baguio Road is a major mountain highway in the Philippines that connects the lowland town of Agoo in La Union to the highland city of Baguio, serving as one of the primary access routes to the summer capital.
E1346347 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: Agoo–Baguio Road | Statement: [Marcos Highway, alsoKnownAs, Agoo–Baguio Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agoo–Baguio Road
Context triple: [Marcos Highway, alsoKnownAs, Agoo–Baguio Road]
  • A. 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.
  • B. Cagayan de Oro–Iligan Road
    Cagayan de Oro–Iligan Road is a major highway in Northern Mindanao, Philippines, that serves as a primary transport corridor linking the cities of Cagayan de Oro and Iligan.
  • C. Tagaytay–Nasugbu Road
    Tagaytay–Nasugbu Road is a major highway in the Philippines that links the city of Tagaytay in Cavite to the coastal town of Nasugbu in Batangas, serving as a key route for tourism and local travel.
  • D. Cotabato–Davao Road
    Cotabato–Davao Road is a major highway in Mindanao, Philippines, that serves as a key transport corridor linking the provinces of Cotabato and Davao and facilitating regional trade and travel.
  • E. Manuel L. Quezon National Highway
    Manuel L. Quezon National Highway is a major arterial road in Cebu that forms a key segment of the Cebu–Mactan transport corridor, linking important urban and commercial areas.
  • 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: Agoo–Baguio Road
Triple: [Marcos Highway, alsoKnownAs, Agoo–Baguio Road]
Generated description
Agoo–Baguio Road is a major mountain highway in the Philippines that connects the lowland town of Agoo in La Union to the highland city of Baguio, serving as one of the primary access routes to the summer capital.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agoo–Baguio Road
Target entity description: Agoo–Baguio Road is a major mountain highway in the Philippines that connects the lowland town of Agoo in La Union to the highland city of Baguio, serving as one of the primary access routes to the summer capital.
  • A. 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.
  • B. Cagayan de Oro–Iligan Road
    Cagayan de Oro–Iligan Road is a major highway in Northern Mindanao, Philippines, that serves as a primary transport corridor linking the cities of Cagayan de Oro and Iligan.
  • C. Tagaytay–Nasugbu Road
    Tagaytay–Nasugbu Road is a major highway in the Philippines that links the city of Tagaytay in Cavite to the coastal town of Nasugbu in Batangas, serving as a key route for tourism and local travel.
  • D. Cotabato–Davao Road
    Cotabato–Davao Road is a major highway in Mindanao, Philippines, that serves as a key transport corridor linking the provinces of Cotabato and Davao and facilitating regional trade and travel.
  • E. Manuel L. Quezon National Highway
    Manuel L. Quezon National Highway is a major arterial road in Cebu that forms a key segment of the Cebu–Mactan transport corridor, linking important urban and commercial areas.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a0253f748190998995e3b1524357 completed April 20, 2026, 3:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05675ff6e88190abfa88e1085873f4 completed May 14, 2026, 6:10 a.m.
NEDg Description generation batch_6a05709c4e388190a451b7b5d6195934 completed May 14, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_6a05716e0e888190a1e41d5cb2f860bd completed May 14, 2026, 6:53 a.m.
Created at: April 10, 2026, 11:53 a.m.