Triple
T15665189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Economic Affairs (Taiwan) |
E377167
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Department of Commerce
The Department of Commerce is a governmental division in Taiwan responsible for formulating and implementing policies related to domestic trade, commercial affairs, and business development.
|
E1169930
|
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 Commerce | Statement: [Ministry of Economic Affairs (Taiwan), hasDivision, Department of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Commerce Context triple: [Ministry of Economic Affairs (Taiwan), hasDivision, Department of Commerce]
-
A.
Department of Commerce
The Department of Commerce at Dibrugarh University is an academic unit focused on education and research in business, trade, and related commercial disciplines.
-
B.
U.S. Department of Commerce
The U.S. Department of Commerce is a federal executive department responsible for promoting economic growth, job creation, and sustainable development through policies, data, and support for businesses and innovation.
-
C.
United States Department of Commerce and Labor
The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
-
D.
Bureau of Competition
The Bureau of Competition is a division of the U.S. Federal Trade Commission responsible for enforcing antitrust laws and promoting competitive markets by investigating and challenging anti-competitive business practices.
-
E.
Dipartimento del Tesoro
Il Dipartimento del Tesoro è la struttura del Ministero dell’Economia e delle Finanze responsabile della politica economica e finanziaria dello Stato italiano, inclusa la gestione del debito pubblico e delle partecipazioni statali.
- 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 Commerce Triple: [Ministry of Economic Affairs (Taiwan), hasDivision, Department of Commerce]
Generated description
The Department of Commerce is a governmental division in Taiwan responsible for formulating and implementing policies related to domestic trade, commercial affairs, and business development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Commerce Target entity description: The Department of Commerce is a governmental division in Taiwan responsible for formulating and implementing policies related to domestic trade, commercial affairs, and business development.
-
A.
Department of Commerce
The Department of Commerce at Dibrugarh University is an academic unit focused on education and research in business, trade, and related commercial disciplines.
-
B.
U.S. Department of Commerce
The U.S. Department of Commerce is a federal executive department responsible for promoting economic growth, job creation, and sustainable development through policies, data, and support for businesses and innovation.
-
C.
United States Department of Commerce and Labor
The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
-
D.
Bureau of Competition
The Bureau of Competition is a division of the U.S. Federal Trade Commission responsible for enforcing antitrust laws and promoting competitive markets by investigating and challenging anti-competitive business practices.
-
E.
Dipartimento del Tesoro
Il Dipartimento del Tesoro è la struttura del Ministero dell’Economia e delle Finanze responsabile della politica economica e finanziaria dello Stato italiano, inclusa la gestione del debito pubblico e delle partecipazioni statali.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f0f4df08190ad2c5d78e435d8eb |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff679ff4648190a2f05d6445fa59df |
completed | May 9, 2026, 4:58 p.m. |
| NEDg | Description generation | batch_69ff68af38848190975e374b2c8c917b |
completed | May 9, 2026, 5:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff69660b6c819082dbdf06db1c8fe3 |
completed | May 9, 2026, 5:05 p.m. |
Created at: April 10, 2026, 4:16 a.m.