Triple

T21630697
Position Surface form Disambiguated ID Type / Status
Subject Balagtas, Bulacan E533820 entity
Predicate hasInfrastructure P2560 FINISHED
Object Balagtas Interchange NE NERFINISHED

How this triple was built (3 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: Balagtas Interchange | Statement: [Balagtas, Bulacan, hasInfrastructure, Balagtas Interchange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balagtas Interchange
Context triple: [Balagtas, Bulacan, hasInfrastructure, Balagtas Interchange]
  • A. Santa Rosa–Tagaytay Interchange
    The Santa Rosa–Tagaytay Interchange is a major road junction in the province of Laguna, Philippines, serving as a key access point between the city of Santa Rosa, the tourist destination of Tagaytay, and surrounding areas.
  • B. Tanauan interchange
    Tanauan Interchange is a major road junction along the Southern Tagalog Arterial Road (STAR Tollway) in Batangas, Philippines, providing access to the city of Tanauan and surrounding areas.
  • C. Laguna Boulevard Interchange
    Laguna Boulevard Interchange is a road junction on the Cavite–Laguna Expressway in the Philippines that provides access between the expressway and the surrounding Laguna area.
  • D. Bocaue Toll Plaza
    Bocaue Toll Plaza is a major toll collection facility on the North Luzon Expressway in the Philippines, serving as a key access and control point for vehicular traffic in the Bulacan area.
  • E. EDSA–Pasig River crossing
    The EDSA–Pasig River crossing is a key transport corridor in Metro Manila where Epifanio de los Santos Avenue (EDSA) spans the Pasig River via major bridges such as the Guadalupe Bridge, facilitating heavy urban traffic between cities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balagtas Interchange
Target entity description: Balagtas Interchange is a major road junction in Balagtas, Bulacan, that connects local traffic to the North Luzon Expressway and facilitates regional travel in Central Luzon, Philippines.
  • A. Santa Rosa–Tagaytay Interchange
    The Santa Rosa–Tagaytay Interchange is a major road junction in the province of Laguna, Philippines, serving as a key access point between the city of Santa Rosa, the tourist destination of Tagaytay, and surrounding areas.
  • B. Tanauan interchange
    Tanauan Interchange is a major road junction along the Southern Tagalog Arterial Road (STAR Tollway) in Batangas, Philippines, providing access to the city of Tanauan and surrounding areas.
  • C. Laguna Boulevard Interchange
    Laguna Boulevard Interchange is a road junction on the Cavite–Laguna Expressway in the Philippines that provides access between the expressway and the surrounding Laguna area.
  • D. Bocaue Toll Plaza
    Bocaue Toll Plaza is a major toll collection facility on the North Luzon Expressway in the Philippines, serving as a key access and control point for vehicular traffic in the Bulacan area.
  • E. EDSA–Pasig River crossing
    The EDSA–Pasig River crossing is a key transport corridor in Metro Manila where Epifanio de los Santos Avenue (EDSA) spans the Pasig River via major bridges such as the Guadalupe Bridge, facilitating heavy urban traffic between cities.
  • F. None of above. chosen

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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef521679fc81909c94d42439fda4ba completed April 27, 2026, 12:09 p.m.
Created at: April 16, 2026, 6:34 p.m.