Triple
T1046348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M7 motorway |
E22586
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
Hungarian public road authorities
Hungarian public road authorities are the national and regional government bodies responsible for planning, constructing, operating, and maintaining Hungary’s public road network, including major motorways and highways.
|
E119678
|
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: Hungarian public road authorities | Statement: [M7 motorway, maintainedBy, Hungarian public road authorities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hungarian public road authorities Context triple: [M7 motorway, maintainedBy, Hungarian public road authorities]
-
A.
Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
-
B.
A-49 motorway
The A-49 motorway is a German autobahn in the state of Hesse that links the city of Kassel with the Schwalm-Eder region and is planned to be extended further south.
-
C.
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.
-
D.
M876 motorway
The M876 motorway is a short Scottish motorway that links the M80 and M9 near Falkirk, providing access towards Kincardine and the Forth Valley.
-
E.
A7 motorway
The A7 motorway is one of Germany's major north–south autobahns, running the length of the country and passing near cities such as Göttingen.
- 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: Hungarian public road authorities Triple: [M7 motorway, maintainedBy, Hungarian public road authorities]
Generated description
Hungarian public road authorities are the national and regional government bodies responsible for planning, constructing, operating, and maintaining Hungary’s public road network, including major motorways and highways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hungarian public road authorities Target entity description: Hungarian public road authorities are the national and regional government bodies responsible for planning, constructing, operating, and maintaining Hungary’s public road network, including major motorways and highways.
-
A.
Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
-
B.
A-49 motorway
The A-49 motorway is a German autobahn in the state of Hesse that links the city of Kassel with the Schwalm-Eder region and is planned to be extended further south.
-
C.
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.
-
D.
M876 motorway
The M876 motorway is a short Scottish motorway that links the M80 and M9 near Falkirk, providing access towards Kincardine and the Forth Valley.
-
E.
A7 motorway
The A7 motorway is one of Germany's major north–south autobahns, running the length of the country and passing near cities such as Göttingen.
- 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_69a493d91478819094cc01fb65564bc1 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b84bb0048190badf6d2f7f684d99 |
completed | March 1, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bcb65d08190b2ea04b6de3bb39b |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3ce6228881908f429cb0a016a17a |
completed | March 7, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3d3ed140819087ede15c555e2f4d |
completed | March 7, 2026, 2:59 p.m. |
Created at: March 1, 2026, 7:42 p.m.