Triple

T2542127
Position Surface form Disambiguated ID Type / Status
Subject Miriam College E57807 entity
Predicate hasCampus P116 FINISHED
Object Loyola Heights, Quezon City
Loyola Heights, Quezon City is an upscale residential and educational district in Quezon City, Metro Manila, known for its universities, exclusive subdivisions, and vibrant commercial areas.
E277579 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: Loyola Heights, Quezon City | Statement: [Miriam College, hasCampus, Loyola Heights, Quezon City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loyola Heights, Quezon City
Context triple: [Miriam College, hasCampus, Loyola Heights, Quezon City]
  • A. Sampaloc, Manila
    Sampaloc, Manila is a central district of Manila, Philippines, known as an educational hub that hosts several major universities and colleges.
  • B. Cubao
    Cubao is a major commercial and transport hub in Quezon City, Metro Manila, known for its shopping centers, bus terminals, and entertainment venues.
  • C. Malabon
    Malabon is a coastal city in the northern part of Metro Manila in the Philippines, known for its historic districts, flood-prone waterways, and distinctive local cuisine.
  • D. New Era, Quezon City
    New Era, Quezon City is a barangay in Quezon City, Philippines, known for hosting the central offices and key facilities of the Iglesia ni Cristo religious organization.
  • E. Mandaluyong
    Mandaluyong is a highly urbanized city in the Philippines known as part of Metro Manila’s central business and commercial district.
  • 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: Loyola Heights, Quezon City
Triple: [Miriam College, hasCampus, Loyola Heights, Quezon City]
Generated description
Loyola Heights, Quezon City is an upscale residential and educational district in Quezon City, Metro Manila, known for its universities, exclusive subdivisions, and vibrant commercial areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loyola Heights, Quezon City
Target entity description: Loyola Heights, Quezon City is an upscale residential and educational district in Quezon City, Metro Manila, known for its universities, exclusive subdivisions, and vibrant commercial areas.
  • A. Sampaloc, Manila
    Sampaloc, Manila is a central district of Manila, Philippines, known as an educational hub that hosts several major universities and colleges.
  • B. Cubao
    Cubao is a major commercial and transport hub in Quezon City, Metro Manila, known for its shopping centers, bus terminals, and entertainment venues.
  • C. Malabon
    Malabon is a coastal city in the northern part of Metro Manila in the Philippines, known for its historic districts, flood-prone waterways, and distinctive local cuisine.
  • D. New Era, Quezon City
    New Era, Quezon City is a barangay in Quezon City, Philippines, known for hosting the central offices and key facilities of the Iglesia ni Cristo religious organization.
  • E. Mandaluyong
    Mandaluyong is a highly urbanized city in the Philippines known as part of Metro Manila’s central business and commercial district.
  • 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_69ab4a5212d88190b989ce129f2ad87f completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2bd92f88190bf100c799f62210c completed March 7, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d046430819095605b8a8fd987d5 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5f4be20c8190a0da1a25c7b097b8 completed March 10, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69af5fe06e6881908e0b11f3101cb0f0 completed March 10, 2026, 12:03 a.m.
Created at: March 6, 2026, 9:47 p.m.