Triple

T16959327
Position Surface form Disambiguated ID Type / Status
Subject Secretary of Labor and Employment E411385 entity
Predicate nativeLabel P657 FINISHED
Object Kalihim ng Paggawa at Empleyo
Kalihim ng Paggawa at Empleyo is the Filipino title for the head of the Philippines’ Department of Labor and Employment, the cabinet official responsible for labor policy, employment regulation, and workers’ welfare.
 E1243662 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Kalihim ng Paggawa at Empleyo | Statement: [Secretary of Labor and Employment, nativeLabel, Kalihim ng Paggawa at Empleyo]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalihim ng Paggawa at Empleyo
Context triple: [Secretary of Labor and Employment, nativeLabel, Kalihim ng Paggawa at Empleyo]
  • A. Capital do Trabalho
    Capital do Trabalho is a nickname for Campina Grande, a major city in Brazil’s Paraíba state known for its strong industrial base and vibrant economic activity.
  • B. Learning and Labor
    Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
  • C. Work: A Story of Experience
    "Work: A Story of Experience" is a semi-autobiographical novel by Louisa May Alcott that follows a young woman’s struggles for independence and meaningful employment in 19th-century America.
  • D. Wage Determinations Online
    Wage Determinations Online is a U.S. government web system that provides official federal wage rate determinations for government contracts and labor standards compliance.
  • E. A Job to Live
    A Job to Live is a work by British politician and author Shirley Williams that reflects her engagement with social and political issues.
  • 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: Kalihim ng Paggawa at Empleyo
Target entity description: Kalihim ng Paggawa at Empleyo is the Filipino title for the head of the Philippines’ Department of Labor and Employment, the cabinet official responsible for labor policy, employment regulation, and workers’ welfare.
  • A. Capital do Trabalho
    Capital do Trabalho is a nickname for Campina Grande, a major city in Brazil’s Paraíba state known for its strong industrial base and vibrant economic activity.
  • B. Learning and Labor
    Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
  • C. Work: A Story of Experience
    "Work: A Story of Experience" is a semi-autobiographical novel by Louisa May Alcott that follows a young woman’s struggles for independence and meaningful employment in 19th-century America.
  • D. Wage Determinations Online
    Wage Determinations Online is a U.S. government web system that provides official federal wage rate determinations for government contracts and labor standards compliance.
  • E. A Job to Live
    A Job to Live is a work by British politician and author Shirley Williams that reflects her engagement with social and political issues.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Kalihim ng Paggawa at Empleyo
Triple: [Secretary of Labor and Employment, nativeLabel, Kalihim ng Paggawa at Empleyo]
Generated description
Kalihim ng Paggawa at Empleyo is the Filipino title for the head of the Philippines’ Department of Labor and Employment, the cabinet official responsible for labor policy, employment regulation, and workers’ welfare.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d886c9c9d481909afe222093641cae elicitation completed
NER batch_69e3d01e420881909be1d93d7d6772fd ner completed
NED1 batch_6a00d468f5048190aa43b212ec7a7306 ned_source_triple completed
NED2 batch_6a00d6e1add481908cce9048e3746e7c ned_description completed
NEDg batch_6a00d5f5f0448190be407979539fcd80 nedg completed
Created at: April 10, 2026, 5:31 a.m.