Triple

T5745255
Position Surface form Disambiguated ID Type / Status
Subject Cagayan de Oro E126715 entity
Predicate hasRoadConnection P385 FINISHED
Object 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.
E548952 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: Cagayan de Oro–Iligan Road | Statement: [Cagayan de Oro, hasRoadConnection, Cagayan de Oro–Iligan Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cagayan de Oro–Iligan Road
Context triple: [Cagayan de Oro, hasRoadConnection, Cagayan de Oro–Iligan 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. Olongapo–Gapan Road
    Olongapo–Gapan Road is a major highway in the Philippines that links the city of Olongapo in Zambales to Gapan in Nueva Ecija, facilitating regional travel across Central Luzon.
  • C. Bataan Provincial Highway
    Bataan Provincial Highway is a major roadway in the Philippine province of Bataan that serves as a primary transportation route connecting key towns and cities, including the provincial capital, Balanga.
  • D. 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.
  • E. Subic–Clark–Tarlac Expressway
    The Subic–Clark–Tarlac Expressway is a major toll expressway in the Philippines that links the Subic Bay Freeport Zone, Clark Freeport and Special Economic Zone, and the province of Tarlac, facilitating faster travel and regional economic development in Central Luzon.
  • 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: Cagayan de Oro–Iligan Road
Triple: [Cagayan de Oro, hasRoadConnection, Cagayan de Oro–Iligan Road]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cagayan de Oro–Iligan Road
Target entity description: 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.
  • 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. Olongapo–Gapan Road
    Olongapo–Gapan Road is a major highway in the Philippines that links the city of Olongapo in Zambales to Gapan in Nueva Ecija, facilitating regional travel across Central Luzon.
  • C. Bataan Provincial Highway
    Bataan Provincial Highway is a major roadway in the Philippine province of Bataan that serves as a primary transportation route connecting key towns and cities, including the provincial capital, Balanga.
  • D. 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.
  • E. Subic–Clark–Tarlac Expressway
    The Subic–Clark–Tarlac Expressway is a major toll expressway in the Philippines that links the Subic Bay Freeport Zone, Clark Freeport and Special Economic Zone, and the province of Tarlac, facilitating faster travel and regional economic development in Central Luzon.
  • 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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c025883b608190b21523da2afde218 completed March 22, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097f9b6e08190bb68ea850ba813ff completed March 23, 2026, 1:31 a.m.
NEDg Description generation batch_69c098d889e08190adbd12504a7f3fa1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09990da18819099fdc8f25f2ddef2 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:48 p.m.