Triple
T15067425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taiwan Railways network |
E379789
|
entity |
| Predicate | managingAgency |
P86
|
FINISHED |
| Object | Ministry of Transportation and Communications (Taiwan) |
E376125
|
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: Ministry of Transportation and Communications (Taiwan) | Statement: [Taiwan Railways network, managingAgency, Ministry of Transportation and Communications (Taiwan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transportation and Communications (Taiwan) Context triple: [Taiwan Railways network, managingAgency, Ministry of Transportation and Communications (Taiwan)]
-
A.
Ministry of Transportation and Communications (Taiwan)
chosen
The Ministry of Transportation and Communications (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s transportation, infrastructure, and communications policies.
-
B.
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.
-
C.
Ministry of the Interior of Taiwan
The Ministry of the Interior of Taiwan is the central government agency responsible for domestic affairs, including local administration, public security, civil registration, land administration, and disaster prevention in Taiwan.
-
D.
Construction and Planning Agency of Taiwan
The Construction and Planning Agency of Taiwan is a central government body responsible for national land-use planning, urban development, and the management of Taiwan’s national parks and protected areas.
-
E.
Ministry of Infrastructure and Transport
The Ministry of Infrastructure and Transport is the Italian government department responsible for national transport systems and major public infrastructure planning, regulation, and development.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85cd7683881908d405c1b5d7b4f7f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69dedeebc7e48190a86b4f0afe8844bb |
completed | April 15, 2026, 12:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fea5cb04e88190a42bb0e516df61bc |
completed | May 9, 2026, 3:11 a.m. |
Created at: April 10, 2026, 3:02 a.m.