Triple
T15643675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Transportation and Communications (Taiwan) |
E376125
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Freeway Bureau (Taiwan)
The Freeway Bureau (Taiwan) is the government agency responsible for planning, constructing, maintaining, and managing Taiwan’s national freeway network.
|
E1168252
|
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: Freeway Bureau (Taiwan) | Statement: [Ministry of Transportation and Communications (Taiwan), oversees, Freeway Bureau (Taiwan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freeway Bureau (Taiwan) Context triple: [Ministry of Transportation and Communications (Taiwan), oversees, Freeway Bureau (Taiwan)]
-
A.
Taipei road network
The Taipei road network is an extensive urban transportation system of highways, arterial roads, bridges, and streets that supports the dense traffic and connectivity needs of Taiwan’s capital city.
-
B.
Freeway 1
Freeway 1 is a major north–south expressway in Taiwan that connects key urban areas, including parts of New Taipei City such as Sanchong District.
-
C.
Taipei bus network
The Taipei bus network is an extensive public transportation system in Taipei that connects major districts, landmarks, and transit hubs through numerous bus routes.
-
D.
Taiwan provincial highway system
The Taiwan provincial highway system is a network of major roads managed at the provincial level that connects cities, towns, and rural areas across Taiwan, complementing the national freeway system.
-
E.
Keiji Bypass
Keiji Bypass is a major expressway in Japan that serves as a key bypass route around the Kyoto–Osaka area to alleviate traffic congestion and improve regional connectivity.
- 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: Freeway Bureau (Taiwan) Triple: [Ministry of Transportation and Communications (Taiwan), oversees, Freeway Bureau (Taiwan)]
Generated description
The Freeway Bureau (Taiwan) is the government agency responsible for planning, constructing, maintaining, and managing Taiwan’s national freeway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Freeway Bureau (Taiwan) Target entity description: The Freeway Bureau (Taiwan) is the government agency responsible for planning, constructing, maintaining, and managing Taiwan’s national freeway network.
-
A.
Taipei road network
The Taipei road network is an extensive urban transportation system of highways, arterial roads, bridges, and streets that supports the dense traffic and connectivity needs of Taiwan’s capital city.
-
B.
Freeway 1
Freeway 1 is a major north–south expressway in Taiwan that connects key urban areas, including parts of New Taipei City such as Sanchong District.
-
C.
Taipei bus network
The Taipei bus network is an extensive public transportation system in Taipei that connects major districts, landmarks, and transit hubs through numerous bus routes.
-
D.
Taiwan provincial highway system
The Taiwan provincial highway system is a network of major roads managed at the provincial level that connects cities, towns, and rural areas across Taiwan, complementing the national freeway system.
-
E.
Keiji Bypass
Keiji Bypass is a major expressway in Japan that serves as a key bypass route around the Kyoto–Osaka area to alleviate traffic congestion and improve regional connectivity.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed400ec8190a14a9f7cf3092865 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f4d49188190855a895c5844dee0 |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff614906cc81909d978d8645045af3 |
completed | May 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff61b3b3f08190a2a1e1010684a316 |
completed | May 9, 2026, 4:32 p.m. |
Created at: April 10, 2026, 4:15 a.m.