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 |
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: Kalihim ng Paggawa at Empleyo | Statement: [Secretary of Labor and Employment, nativeLabel, Kalihim ng Paggawa at Empleyo]
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.
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: 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.
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
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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d01e420881909be1d93d7d6772fd |
completed | April 18, 2026, 6:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d468f5048190aa43b212ec7a7306 |
completed | May 10, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_6a00d5f5f0448190be407979539fcd80 |
completed | May 10, 2026, 7:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d6e1add481908cce9048e3746e7c |
completed | May 10, 2026, 7:05 p.m. |
Created at: April 10, 2026, 5:31 a.m.