Triple
T15891564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Freeway 5 |
E385335
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object | Freeway Bureau of the Ministry of Transportation and Communications (Taiwan) |
E1168252
|
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: Freeway Bureau of the Ministry of Transportation and Communications (Taiwan) | Statement: [National Freeway 5, managedBy, Freeway Bureau of the Ministry of Transportation and Communications (Taiwan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freeway Bureau of the Ministry of Transportation and Communications (Taiwan) Context triple: [National Freeway 5, managedBy, Freeway Bureau of the Ministry of Transportation and Communications (Taiwan)]
-
A.
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.
-
B.
Freeway Bureau (Taiwan)
chosen
The Freeway Bureau (Taiwan) is the government agency responsible for planning, constructing, maintaining, and managing Taiwan’s national freeway network.
-
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.
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.
-
E.
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.
- 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1561f515081908ba4e68e1347a881 |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb047b6248190b6c11ef20636f50f |
completed | May 9, 2026, 10:08 p.m. |
Created at: April 10, 2026, 4:51 a.m.