Triple

T15933092
Position Surface form Disambiguated ID Type / Status
Subject Candaba E386369 entity
Predicate borderedBy P224 FINISHED
Object Arayat, Pampanga
Arayat, Pampanga is a municipality in the Philippine province of Pampanga known for Mount Arayat, a prominent extinct stratovolcano and local natural landmark.
E1185808 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: Arayat, Pampanga | Statement: [Candaba, borderedBy, Arayat, Pampanga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arayat, Pampanga
Context triple: [Candaba, borderedBy, Arayat, Pampanga]
  • A. 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.
  • B. San Fernando, Pampanga
    San Fernando, Pampanga is a city in the Philippines historically known as a key staging point during the Bataan Death March in World War II.
  • C. Obando, Bulacan
    Obando, Bulacan is a coastal municipality in the province of Bulacan, Philippines, best known for its annual Obando Fertility Rites, a colorful religious dance festival attracting pilgrims and tourists.
  • D. 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.
  • E. Guiguinto, Bulacan
    Guiguinto, Bulacan is a rapidly urbanizing municipality in the province of Bulacan, Philippines, known for its strategic location near Metro Manila and growing residential and commercial developments.
  • 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: Arayat, Pampanga
Triple: [Candaba, borderedBy, Arayat, Pampanga]
Generated description
Arayat, Pampanga is a municipality in the Philippine province of Pampanga known for Mount Arayat, a prominent extinct stratovolcano and local natural landmark.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arayat, Pampanga
Target entity description: Arayat, Pampanga is a municipality in the Philippine province of Pampanga known for Mount Arayat, a prominent extinct stratovolcano and local natural landmark.
  • A. 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.
  • B. San Fernando, Pampanga
    San Fernando, Pampanga is a city in the Philippines historically known as a key staging point during the Bataan Death March in World War II.
  • C. Obando, Bulacan
    Obando, Bulacan is a coastal municipality in the province of Bulacan, Philippines, best known for its annual Obando Fertility Rites, a colorful religious dance festival attracting pilgrims and tourists.
  • D. 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.
  • E. Guiguinto, Bulacan
    Guiguinto, Bulacan is a rapidly urbanizing municipality in the province of Bulacan, Philippines, known for its strategic location near Metro Manila and growing residential and commercial developments.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156a6d9b88190b461d12d69b12ac0 completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe727c348190907c9e7a5db6031d completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf3e80b08190899262a9d03c0e93 completed May 9, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfc0d1548190b7d2e9e10e837f0b completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.