Triple

T15983961
Position Surface form Disambiguated ID Type / Status
Subject Guagua E387643 entity
Predicate locatedNear P294 FINISHED
Object Santa Rita, Pampanga
Santa Rita, Pampanga is a landlocked agricultural municipality in the province of Pampanga in the Philippines, known for its traditional rice cakes and heritage churches.
E1207085 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: Santa Rita, Pampanga | Statement: [Guagua, locatedNear, Santa Rita, Pampanga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Santa Rita, Pampanga
Context triple: [Guagua, locatedNear, Santa Rita, 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. 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.
  • C. San Simon, Pampanga
    San Simon, Pampanga is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and strategic location along major transport routes in Central Luzon.
  • D. Santa Rosa, Laguna
    Santa Rosa, Laguna is a rapidly urbanizing city in the province of Laguna, Philippines, known as a major industrial, commercial, and residential hub south of Metro Manila.
  • E. San Miguel, Bulacan
    San Miguel, Bulacan is a historic municipality in the Philippines known as the site of the Biak-na-Bato Republic, a key revolutionary government during the struggle against Spanish colonial rule.
  • 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: Santa Rita, Pampanga
Triple: [Guagua, locatedNear, Santa Rita, Pampanga]
Generated description
Santa Rita, Pampanga is a landlocked agricultural municipality in the province of Pampanga in the Philippines, known for its traditional rice cakes and heritage churches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Santa Rita, Pampanga
Target entity description: Santa Rita, Pampanga is a landlocked agricultural municipality in the province of Pampanga in the Philippines, known for its traditional rice cakes and heritage churches.
  • 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. 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.
  • C. San Simon, Pampanga
    San Simon, Pampanga is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and strategic location along major transport routes in Central Luzon.
  • D. Santa Rosa, Laguna
    Santa Rosa, Laguna is a rapidly urbanizing city in the province of Laguna, Philippines, known as a major industrial, commercial, and residential hub south of Metro Manila.
  • E. San Miguel, Bulacan
    San Miguel, Bulacan is a historic municipality in the Philippines known as the site of the Biak-na-Bato Republic, a key revolutionary government during the struggle against Spanish colonial rule.
  • 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_69d86da94ccc819083d187f5dc6a123e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15756d6488190ac35da00e96ce21d completed April 16, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0025ec39a8819081c0cf996bc59416 completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a00280686f881909cd2330c018a7e8d completed May 10, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_6a00285ad1a08190961fdef3f3f991fa completed May 10, 2026, 6:40 a.m.
Created at: April 10, 2026, 4:54 a.m.