Triple
T15665122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taipei City Government |
E377166
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Transportation, Taipei City Government
The Department of Transportation, Taipei City Government is the municipal agency responsible for planning, regulating, and managing Taipei’s transportation systems and traffic operations.
|
E1169908
|
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 Transportation, Taipei City Government | Statement: [Taipei City Government, hasDepartment, Department of Transportation, Taipei City Government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Transportation, Taipei City Government Context triple: [Taipei City Government, hasDepartment, Department of Transportation, Taipei City Government]
-
A.
Department of Transportation of Taoyuan City Government
The Department of Transportation of Taoyuan City Government is the municipal agency responsible for planning, managing, and regulating transportation systems and traffic services within Taoyuan City, Taiwan.
-
B.
New Taipei City Department of Transportation
The New Taipei City Department of Transportation is the municipal agency responsible for planning, managing, and regulating transportation systems and traffic services within New Taipei City, Taiwan.
-
C.
Ministry of Transportation and Communications (Taiwan)
The Ministry of Transportation and Communications (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s transportation, infrastructure, and communications policies.
-
D.
Taiwan Area National Freeway Bureau
The Taiwan Area National Freeway Bureau is a government agency in Taiwan responsible for planning, constructing, operating, and maintaining the nation’s freeway network.
-
E.
Taipei City Government
The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
- 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 Transportation, Taipei City Government Triple: [Taipei City Government, hasDepartment, Department of Transportation, Taipei City Government]
Generated description
The Department of Transportation, Taipei City Government is the municipal agency responsible for planning, regulating, and managing Taipei’s transportation systems and traffic operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Transportation, Taipei City Government Target entity description: The Department of Transportation, Taipei City Government is the municipal agency responsible for planning, regulating, and managing Taipei’s transportation systems and traffic operations.
-
A.
Department of Transportation of Taoyuan City Government
The Department of Transportation of Taoyuan City Government is the municipal agency responsible for planning, managing, and regulating transportation systems and traffic services within Taoyuan City, Taiwan.
-
B.
New Taipei City Department of Transportation
The New Taipei City Department of Transportation is the municipal agency responsible for planning, managing, and regulating transportation systems and traffic services within New Taipei City, Taiwan.
-
C.
Ministry of Transportation and Communications (Taiwan)
The Ministry of Transportation and Communications (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s transportation, infrastructure, and communications policies.
-
D.
Taiwan Area National Freeway Bureau
The Taiwan Area National Freeway Bureau is a government agency in Taiwan responsible for planning, constructing, operating, and maintaining the nation’s freeway network.
-
E.
Taipei City Government
The Taipei City Government is the municipal authority responsible for administering and providing public services for Taiwan’s capital city, Taipei.
- 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.