Triple
T15665124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taipei City Government |
E377166
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Economic Development, Taipei City Government
The Department of Economic Development, Taipei City Government is the municipal agency responsible for formulating and implementing policies to promote Taipei’s economic growth, industrial development, and business environment.
|
E1169910
|
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 Economic Development, Taipei City Government | Statement: [Taipei City Government, hasDepartment, Department of Economic Development, Taipei City Government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Economic Development, Taipei City Government Context triple: [Taipei City Government, hasDepartment, Department of Economic Development, Taipei City Government]
-
A.
New Taipei City Department of Economic Development
The New Taipei City Department of Economic Development is a municipal agency responsible for formulating and implementing policies to promote economic growth, industrial development, and business services in New Taipei City, Taiwan.
-
B.
Department of Economic Development of Taoyuan City Government
The Department of Economic Development of Taoyuan City Government is the municipal agency responsible for formulating and implementing policies to promote industrial growth, investment, and overall economic development in Taoyuan City, Taiwan.
-
C.
Taipei City Government
The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
-
D.
Tainan City Government
Tainan City Government is the local administrative authority responsible for governing Tainan, one of Taiwan’s oldest and historically most significant cities.
-
E.
Department of Tourism of Taoyuan City Government
The Department of Tourism of Taoyuan City Government is the municipal agency responsible for planning, promoting, and managing tourism development and related services in Taoyuan City, Taiwan.
- 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 Economic Development, Taipei City Government Triple: [Taipei City Government, hasDepartment, Department of Economic Development, Taipei City Government]
Generated description
The Department of Economic Development, Taipei City Government is the municipal agency responsible for formulating and implementing policies to promote Taipei’s economic growth, industrial development, and business environment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Economic Development, Taipei City Government Target entity description: The Department of Economic Development, Taipei City Government is the municipal agency responsible for formulating and implementing policies to promote Taipei’s economic growth, industrial development, and business environment.
-
A.
New Taipei City Department of Economic Development
The New Taipei City Department of Economic Development is a municipal agency responsible for formulating and implementing policies to promote economic growth, industrial development, and business services in New Taipei City, Taiwan.
-
B.
Department of Economic Development of Taoyuan City Government
The Department of Economic Development of Taoyuan City Government is the municipal agency responsible for formulating and implementing policies to promote industrial growth, investment, and overall economic development in Taoyuan City, Taiwan.
-
C.
Taipei City Government
The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
-
D.
Tainan City Government
Tainan City Government is the local administrative authority responsible for governing Tainan, one of Taiwan’s oldest and historically most significant cities.
-
E.
Department of Tourism of Taoyuan City Government
The Department of Tourism of Taoyuan City Government is the municipal agency responsible for planning, promoting, and managing tourism development and related services in Taoyuan City, Taiwan.
- 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.