Triple

T17625234
Position Surface form Disambiguated ID Type / Status
Subject Balanga City E429822 entity
Predicate hasTransportLink P1298 FINISHED
Object Bataan Provincial Highway — NE NERFINISHED

How this triple was built (2 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: Bataan Provincial Highway | Statement: [Balanga City, hasTransportLink, Bataan Provincial Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bataan Provincial Highway
Context triple: [Balanga City, hasTransportLink, Bataan Provincial Highway]
  • A. Bataan Provincial Highway chosen
    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.
  • 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. 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.
  • 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. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d889e37f308190a6aa0a69daff86c7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46dbc62e88190b9757dc7c52d7fee completed April 19, 2026, 5:53 a.m.
Created at: April 10, 2026, 5:52 a.m.