Triple

T4108023
Position Surface form Disambiguated ID Type / Status
Subject Nueva Ecija E88501 entity
Predicate hasMunicipality P847 FINISHED
Object Santa Rosa, Nueva Ecija
Santa Rosa, Nueva Ecija is a landlocked agricultural municipality in the Philippines’ Central Luzon region known for its rice farming and rural communities.
E418013 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 Rosa, Nueva Ecija | Statement: [Nueva Ecija, hasMunicipality, Santa Rosa, Nueva Ecija]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Santa Rosa, Nueva Ecija
Context triple: [Nueva Ecija, hasMunicipality, Santa Rosa, Nueva Ecija]
  • A. San Antonio, Nueva Ecija
    San Antonio, Nueva Ecija is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines, known for its rice farming and rural communities.
  • B. San Isidro, Nueva Ecija
    San Isidro, Nueva Ecija is a municipality in the Philippines known for its agricultural economy and location within the landlocked province of Nueva Ecija in Central Luzon.
  • C. Santa Cruz, Laguna
    Santa Cruz, Laguna is a municipality in the Philippines that serves as the political and administrative center of the province of Laguna.
  • D. San Fernando, La Union
    San Fernando, La Union is a coastal city in northern Luzon, Philippines, known as the administrative, commercial, and educational hub of the Ilocos Region.
  • E. Mabalacat
    Mabalacat is a city in the Philippine province of Pampanga known for hosting part of Clark Freeport and Special Economic Zone, a major commercial and aviation hub.
  • 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 Rosa, Nueva Ecija
Triple: [Nueva Ecija, hasMunicipality, Santa Rosa, Nueva Ecija]
Generated description
Santa Rosa, Nueva Ecija is a landlocked agricultural municipality in the Philippines’ Central Luzon region known for its rice farming and rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Santa Rosa, Nueva Ecija
Target entity description: Santa Rosa, Nueva Ecija is a landlocked agricultural municipality in the Philippines’ Central Luzon region known for its rice farming and rural communities.
  • A. San Antonio, Nueva Ecija
    San Antonio, Nueva Ecija is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines, known for its rice farming and rural communities.
  • B. San Isidro, Nueva Ecija
    San Isidro, Nueva Ecija is a municipality in the Philippines known for its agricultural economy and location within the landlocked province of Nueva Ecija in Central Luzon.
  • C. Santa Cruz, Laguna
    Santa Cruz, Laguna is a municipality in the Philippines that serves as the political and administrative center of the province of Laguna.
  • D. San Fernando, La Union
    San Fernando, La Union is a coastal city in northern Luzon, Philippines, known as the administrative, commercial, and educational hub of the Ilocos Region.
  • E. Mabalacat
    Mabalacat is a city in the Philippine province of Pampanga known for hosting part of Clark Freeport and Special Economic Zone, a major commercial and aviation hub.
  • 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_69aed9484fb881909146f4c772ad277c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af019e23c481909578eba1c9270282 completed March 9, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f1f8ca0819090fb2acb3fe03d14 completed March 14, 2026, 3:30 p.m.
NEDg Description generation batch_69b582f9c858819094de05e240c98594 completed March 14, 2026, 3:47 p.m.
NED2 Entity disambiguation (via description) batch_69b5836543848190abbf31c04804358d completed March 14, 2026, 3:48 p.m.
Created at: March 9, 2026, 3:40 p.m.