Triple

T15228427
Position Surface form Disambiguated ID Type / Status
Subject Tagaytay E363935 entity
Predicate hasRoadConnection P385 FINISHED
Object 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.
E1147784 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: Tagaytay–Nasugbu Road | Statement: [Tagaytay, hasRoadConnection, Tagaytay–Nasugbu Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tagaytay–Nasugbu Road
Context triple: [Tagaytay, hasRoadConnection, Tagaytay–Nasugbu Road]
  • A. Santa Rosa–Tagaytay Road
    Santa Rosa–Tagaytay Road is a major highway in the Philippines that connects the city of Santa Rosa in Laguna to the popular tourist destination of Tagaytay in Cavite.
  • 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. Calamba–Los Baños Road
    Calamba–Los Baños Road is a key thoroughfare in Laguna, Philippines, connecting the city of Calamba to the university town and hot spring resort area of Los Baños.
  • D. 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.
  • E. Iloilo–Capiz Road
    Iloilo–Capiz Road is a major highway in the Philippines that connects the provinces of Iloilo and Capiz on Panay Island, serving as a key route for regional travel and commerce.
  • 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: Tagaytay–Nasugbu Road
Triple: [Tagaytay, hasRoadConnection, Tagaytay–Nasugbu Road]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tagaytay–Nasugbu Road
Target entity description: 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.
  • A. Santa Rosa–Tagaytay Road
    Santa Rosa–Tagaytay Road is a major highway in the Philippines that connects the city of Santa Rosa in Laguna to the popular tourist destination of Tagaytay in Cavite.
  • 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. Calamba–Los Baños Road
    Calamba–Los Baños Road is a key thoroughfare in Laguna, Philippines, connecting the city of Calamba to the university town and hot spring resort area of Los Baños.
  • D. 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.
  • E. Iloilo–Capiz Road
    Iloilo–Capiz Road is a major highway in the Philippines that connects the provinces of Iloilo and Capiz on Panay Island, serving as a key route for regional travel and commerce.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0078ccdf48190b34eabd9e24e45a1 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef6a5ad48190a13f0b7bc1a6be0b completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69feefe8c4ec819085ccab5048c1db28 completed May 9, 2026, 8:27 a.m.
NED2 Entity disambiguation (via description) batch_69fef0c5d2608190970e901e3986077c completed May 9, 2026, 8:31 a.m.
Created at: April 10, 2026, 3:12 a.m.