Triple

T2402019
Position Surface form Disambiguated ID Type / Status
Subject Intramuros E47789 entity
Predicate contains P35 FINISHED
Object Department of Labor and Employment central office
The Department of Labor and Employment central office is the main headquarters of the Philippine government agency responsible for formulating and implementing labor and employment policies nationwide.
E263841 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: Department of Labor and Employment central office | Statement: [Intramuros, contains, Department of Labor and Employment central office]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Labor and Employment central office
Context triple: [Intramuros, contains, Department of Labor and Employment central office]
  • A. Office of the Secretary of Labor
    The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
  • B. Office of the Assistant Secretaries of Labor
    The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
  • C. Office of the Deputy Secretary of Labor
    The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and operations.
  • D. Office of the Chief Financial Officer of the Department of Labor
    The Office of the Chief Financial Officer of the Department of Labor is the agency component responsible for overseeing the department’s financial management, budgeting, and fiscal accountability.
  • E. Office of the Solicitor of the U.S. Department of Labor
    The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
  • 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: Department of Labor and Employment central office
Triple: [Intramuros, contains, Department of Labor and Employment central office]
Generated description
The Department of Labor and Employment central office is the main headquarters of the Philippine government agency responsible for formulating and implementing labor and employment policies nationwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Labor and Employment central office
Target entity description: The Department of Labor and Employment central office is the main headquarters of the Philippine government agency responsible for formulating and implementing labor and employment policies nationwide.
  • A. Office of the Secretary of Labor
    The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
  • B. Office of the Assistant Secretaries of Labor
    The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
  • C. Office of the Deputy Secretary of Labor
    The Office of the Deputy Secretary of Labor is the executive office that supports and assists the U.S. Deputy Secretary of Labor in overseeing and coordinating the Department of Labor’s policies, programs, and operations.
  • D. Office of the Chief Financial Officer of the Department of Labor
    The Office of the Chief Financial Officer of the Department of Labor is the agency component responsible for overseeing the department’s financial management, budgeting, and fiscal accountability.
  • E. Office of the Solicitor of the U.S. Department of Labor
    The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
  • 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_69a88a1c450c81909f61abb8b6863885 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc8f623908190875fdbc95c944f33 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3e554c08190b5268c41ab34f4d9 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb4a5011c8190bda6c487dab73131 completed March 9, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69aeb59d0e5c819080bf5b34946b68ac completed March 9, 2026, 11:57 a.m.
Created at: March 4, 2026, 7:57 p.m.