Triple

T19031628
Position Surface form Disambiguated ID Type / Status
Subject Jose Abad Santos Avenue E465752 entity
Predicate connectsMunicipality P4245 FINISHED
Object Apalit, Pampanga 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: Apalit, Pampanga | Statement: [Jose Abad Santos Avenue, connectsMunicipality, Apalit, Pampanga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apalit, Pampanga
Context triple: [Jose Abad Santos Avenue, connectsMunicipality, Apalit, Pampanga]
  • A. Santa Ana, Pampanga
    Santa Ana, Pampanga is a landlocked agricultural municipality in the province of Pampanga, Philippines, known for its rural communities and proximity to the Candaba wetlands.
  • B. Sasmuan, Pampanga
    Sasmuan, Pampanga is a coastal municipality in the province of Pampanga in the Philippines, known for its fishing industry, wetlands, and traditional Kapampangan culture.
  • C. San Luis, Pampanga
    San Luis, Pampanga is a rural municipality in the province of Pampanga in the Philippines, known for its agricultural lands and proximity to the Candaba Swamp wetlands.
  • D. Bacolor, Pampanga
    Bacolor, Pampanga is a historic municipality in the Philippines’ Pampanga province, known for its rich cultural heritage and for being heavily affected by the 1991 Mount Pinatubo eruption.
  • E. Guagua, Pampanga
    Guagua, Pampanga is a historic riverside municipality in the province of Pampanga in the Philippines, known as a former commercial hub and center of trade in Central Luzon.
  • 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: Apalit, Pampanga
Target entity description: Apalit, Pampanga is a riverside municipality in the province of Pampanga, Philippines, known for its vibrant fluvial festivals and role as a commercial hub in the region.
  • A. Santa Ana, Pampanga
    Santa Ana, Pampanga is a landlocked agricultural municipality in the province of Pampanga, Philippines, known for its rural communities and proximity to the Candaba wetlands.
  • B. Sasmuan, Pampanga
    Sasmuan, Pampanga is a coastal municipality in the province of Pampanga in the Philippines, known for its fishing industry, wetlands, and traditional Kapampangan culture.
  • C. San Luis, Pampanga
    San Luis, Pampanga is a rural municipality in the province of Pampanga in the Philippines, known for its agricultural lands and proximity to the Candaba Swamp wetlands.
  • D. Bacolor, Pampanga
    Bacolor, Pampanga is a historic municipality in the Philippines’ Pampanga province, known for its rich cultural heritage and for being heavily affected by the 1991 Mount Pinatubo eruption.
  • E. Guagua, Pampanga
    Guagua, Pampanga is a historic riverside municipality in the province of Pampanga in the Philippines, known as a former commercial hub and center of trade in Central Luzon.
  • 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_69d8dd0359648190bc2a9202c5cf29d2 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d7404d748190bcb51692fb822fd4 completed April 20, 2026, 7:35 a.m.
Created at: April 10, 2026, 12:02 p.m.