Triple
T25662519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Technical Education and Skills Development Authority |
E643422
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Department of Labor and Employment of the Philippines
The Department of Labor and Employment of the Philippines is the national government agency responsible for formulating and implementing policies, programs, and services that promote gainful employment, protect workers’ rights and welfare, and maintain industrial peace in the country.
|
E1689936
|
NE FINISHED |
How this triple was built (2 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 of the Philippines | Statement: [Technical Education and Skills Development Authority, collaboratesWith, Department of Labor and Employment of the Philippines]
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 of the Philippines Triple: [Technical Education and Skills Development Authority, collaboratesWith, Department of Labor and Employment of the Philippines]
Generated description
The Department of Labor and Employment of the Philippines is the national government agency responsible for formulating and implementing policies, programs, and services that promote gainful employment, protect workers’ rights and welfare, and maintain industrial peace in the country.
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_69e77e7e45648190a068ed3faa8016ea |
completed | April 21, 2026, 1:41 p.m. |
| NER | Named-entity recognition | batch_69f5faf04d488190a47674ff847204cf |
completed | May 2, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a10c150b2748190ad3c979e4722e79f |
completed | May 22, 2026, 8:49 p.m. |
| NEDg | Description generation | batch_6a10c247b5c881908c687885a5c14440 |
completed | May 22, 2026, 8:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a10c2b5aab88190ab29798dc74baacf |
completed | May 22, 2026, 8:55 p.m. |
Created at: April 21, 2026, 6:56 p.m.