Triple

T19720381
Position Surface form Disambiguated ID Type / Status
Subject Cabanatuan City E473591 entity
Predicate hasRoad P959 FINISHED
Object Nueva Ecija–Aurora Road
Nueva Ecija–Aurora Road is a major highway in the Philippines that connects Cabanatuan City in Nueva Ecija to the province of Aurora, serving as an important east–west transport corridor in Central Luzon.
E1391406 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: Nueva Ecija–Aurora Road | Statement: [Cabanatuan City, hasRoad, Nueva Ecija–Aurora Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nueva Ecija–Aurora Road
Context triple: [Cabanatuan City, hasRoad, Nueva Ecija–Aurora Road]
  • A. 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.
  • B. D'Aguilar Highway
    D'Aguilar Highway is a major rural highway in Queensland, Australia, linking inland towns with coastal and metropolitan areas northwest of Brisbane.
  • C. Baguio–Bauang Road
    Baguio–Bauang Road is a major mountain highway in the Philippines that connects the city of Baguio in Benguet to the coastal town of Bauang in La Union.
  • D. 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.
  • E. Francisco Fajardo Highway
    The Francisco Fajardo Highway is a major urban expressway running through Caracas, Venezuela, serving as one of the city's primary east–west transportation arteries.
  • 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: Nueva Ecija–Aurora Road
Triple: [Cabanatuan City, hasRoad, Nueva Ecija–Aurora Road]
Generated description
Nueva Ecija–Aurora Road is a major highway in the Philippines that connects Cabanatuan City in Nueva Ecija to the province of Aurora, serving as an important east–west transport corridor in Central Luzon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nueva Ecija–Aurora Road
Target entity description: Nueva Ecija–Aurora Road is a major highway in the Philippines that connects Cabanatuan City in Nueva Ecija to the province of Aurora, serving as an important east–west transport corridor in Central Luzon.
  • A. 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.
  • B. D'Aguilar Highway
    D'Aguilar Highway is a major rural highway in Queensland, Australia, linking inland towns with coastal and metropolitan areas northwest of Brisbane.
  • C. Baguio–Bauang Road
    Baguio–Bauang Road is a major mountain highway in the Philippines that connects the city of Baguio in Benguet to the coastal town of Bauang in La Union.
  • D. 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.
  • E. Francisco Fajardo Highway
    The Francisco Fajardo Highway is a major urban expressway running through Caracas, Venezuela, serving as one of the city's primary east–west transportation arteries.
  • 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_69d8e516dd048190a0b6c93ea3e71f58 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e64410e5548190b60e13603b6c0053 completed April 20, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07aba543908190a30c61bf4406ea74 completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07acc9e5488190ba55f47af118fca2 completed May 15, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_6a07ad8aefc4819098768025121123ba completed May 15, 2026, 11:34 p.m.
Created at: April 10, 2026, 1:46 p.m.