Triple
T5288362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hungarian public road authorities |
E119678
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
Hungarian Ministry responsible for transport
The Hungarian Ministry responsible for transport is the national government body that oversees transportation policy, infrastructure development, and regulation of road, rail, air, and water transport in Hungary.
|
E508080
|
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 Ministry responsible for transport | Statement: [Hungarian public road authorities, cooperatesWith, Hungarian Ministry responsible for transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hungarian Ministry responsible for transport Context triple: [Hungarian public road authorities, cooperatesWith, Hungarian Ministry responsible for transport]
-
A.
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.
-
B.
Ministry of Transport of Romania
The Ministry of Transport of Romania is the national government body responsible for formulating and implementing Romania’s transportation policies and overseeing its transport infrastructure and state-owned transport companies.
-
C.
Ministry of the Interior of Hungary
The Ministry of the Interior of Hungary is a central government body responsible for internal affairs, including public administration, law enforcement, and domestic security.
-
D.
MÁV (Hungarian State Railways)
MÁV (Hungarian State Railways) is Hungary’s national railway company, responsible for operating the country’s passenger and freight rail services and managing much of its rail infrastructure.
-
E.
Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
- 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 Ministry responsible for transport Triple: [Hungarian public road authorities, cooperatesWith, Hungarian Ministry responsible for transport]
Generated description
The Hungarian Ministry responsible for transport is the national government body that oversees transportation policy, infrastructure development, and regulation of road, rail, air, and water transport in Hungary.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hungarian Ministry responsible for transport Target entity description: The Hungarian Ministry responsible for transport is the national government body that oversees transportation policy, infrastructure development, and regulation of road, rail, air, and water transport in Hungary.
-
A.
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.
-
B.
Ministry of Transport of Romania
The Ministry of Transport of Romania is the national government body responsible for formulating and implementing Romania’s transportation policies and overseeing its transport infrastructure and state-owned transport companies.
-
C.
Ministry of the Interior of Hungary
The Ministry of the Interior of Hungary is a central government body responsible for internal affairs, including public administration, law enforcement, and domestic security.
-
D.
MÁV (Hungarian State Railways)
MÁV (Hungarian State Railways) is Hungary’s national railway company, responsible for operating the country’s passenger and freight rail services and managing much of its rail infrastructure.
-
E.
Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
- 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_69bd446de5648190b313a90bd96730d2 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd84db300c8190a63ac51552f0e9a6 |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf06ecf4748190ab2bdd672f4ab14d |
completed | March 21, 2026, 9 p.m. |
| NEDg | Description generation | batch_69bf090aa7c88190a66694cec6d6a370 |
completed | March 21, 2026, 9:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf09d3b8148190b79bdf3cb77000b4 |
completed | March 21, 2026, 9:12 p.m. |
Created at: March 20, 2026, 1:52 p.m.