Triple
T6913656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Provincial Highway 3 (Taiwan) |
E159995
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
Directorate General of Highways, MOTC
The Directorate General of Highways, MOTC is Taiwan’s national road authority under the Ministry of Transportation and Communications, responsible for planning, constructing, and maintaining the country’s highway network.
|
E628119
|
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: Directorate General of Highways, MOTC | Statement: [Provincial Highway 3 (Taiwan), maintainedBy, Directorate General of Highways, MOTC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Directorate General of Highways, MOTC Context triple: [Provincial Highway 3 (Taiwan), maintainedBy, Directorate General of Highways, MOTC]
-
A.
General Directorate for National Roads and Motorways
The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway network.
-
B.
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.
-
C.
General Authority for Roads, Bridges and Land Transport
The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
-
D.
General Directorate of Traffic
The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
-
E.
Directorate for Transport
The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport infrastructure and services.
- 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: Directorate General of Highways, MOTC Triple: [Provincial Highway 3 (Taiwan), maintainedBy, Directorate General of Highways, MOTC]
Generated description
The Directorate General of Highways, MOTC is Taiwan’s national road authority under the Ministry of Transportation and Communications, responsible for planning, constructing, and maintaining the country’s highway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Directorate General of Highways, MOTC Target entity description: The Directorate General of Highways, MOTC is Taiwan’s national road authority under the Ministry of Transportation and Communications, responsible for planning, constructing, and maintaining the country’s highway network.
-
A.
General Directorate for National Roads and Motorways
The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway network.
-
B.
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.
-
C.
General Authority for Roads, Bridges and Land Transport
The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
-
D.
General Directorate of Traffic
The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
-
E.
Directorate for Transport
The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport infrastructure and services.
- 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_69c6883ab1008190a07129ff06f625d9 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9dbca6c819091d8b65e54ada5d9 |
completed | March 27, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7491116448190b9945e5a53056cb9 |
completed | March 28, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c74b46838c8190b5418d8f02f9aee1 |
completed | March 28, 2026, 3:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c74d297b5881909b171d0a82adf173 |
completed | March 28, 2026, 3:38 a.m. |
Created at: March 27, 2026, 2:25 p.m.