Triple
T20353129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minister of Infrastructure of Ukraine |
E496067
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Deputy Ministers of Infrastructure of Ukraine
Deputy Ministers of Infrastructure of Ukraine are senior government officials who assist the Minister of Infrastructure in managing and implementing national policies and projects related to transport, infrastructure development, and related public services.
|
E1425128
|
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: Deputy Ministers of Infrastructure of Ukraine | Statement: [Minister of Infrastructure of Ukraine, hasPart, Deputy Ministers of Infrastructure of Ukraine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deputy Ministers of Infrastructure of Ukraine Context triple: [Minister of Infrastructure of Ukraine, hasPart, Deputy Ministers of Infrastructure of Ukraine]
-
A.
Minister of Infrastructure of Ukraine
The Minister of Infrastructure of Ukraine is the government official responsible for overseeing national transport systems, infrastructure development, and related public works policy in Ukraine.
-
B.
Ministry of Infrastructure of Ukraine
The Ministry of Infrastructure of Ukraine is a central government body responsible for formulating and implementing national policy in transport, roads, aviation, maritime, and other infrastructure sectors across the country.
-
C.
Minister of Regional Development, Construction and Housing and Communal Services of Ukraine
The Minister of Regional Development, Construction and Housing and Communal Services of Ukraine is a senior government official responsible for national policy and oversight in regional development, urban planning, construction, and housing and communal infrastructure across the country.
-
D.
Minister of Strategic Industries of Ukraine
The Minister of Strategic Industries of Ukraine is a senior government official responsible for overseeing and developing the country’s key industrial, defense, and high-tech sectors.
-
E.
Minister of Energy and Environmental Protection of Ukraine
The Minister of Energy and Environmental Protection of Ukraine is the government official responsible for shaping and implementing national policy on energy production, energy security, and environmental protection.
- 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: Deputy Ministers of Infrastructure of Ukraine Triple: [Minister of Infrastructure of Ukraine, hasPart, Deputy Ministers of Infrastructure of Ukraine]
Generated description
Deputy Ministers of Infrastructure of Ukraine are senior government officials who assist the Minister of Infrastructure in managing and implementing national policies and projects related to transport, infrastructure development, and related public services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deputy Ministers of Infrastructure of Ukraine Target entity description: Deputy Ministers of Infrastructure of Ukraine are senior government officials who assist the Minister of Infrastructure in managing and implementing national policies and projects related to transport, infrastructure development, and related public services.
-
A.
Minister of Infrastructure of Ukraine
The Minister of Infrastructure of Ukraine is the government official responsible for overseeing national transport systems, infrastructure development, and related public works policy in Ukraine.
-
B.
Ministry of Infrastructure of Ukraine
The Ministry of Infrastructure of Ukraine is a central government body responsible for formulating and implementing national policy in transport, roads, aviation, maritime, and other infrastructure sectors across the country.
-
C.
Minister of Regional Development, Construction and Housing and Communal Services of Ukraine
The Minister of Regional Development, Construction and Housing and Communal Services of Ukraine is a senior government official responsible for national policy and oversight in regional development, urban planning, construction, and housing and communal infrastructure across the country.
-
D.
Minister of Strategic Industries of Ukraine
The Minister of Strategic Industries of Ukraine is a senior government official responsible for overseeing and developing the country’s key industrial, defense, and high-tech sectors.
-
E.
Minister of Energy and Environmental Protection of Ukraine
The Minister of Energy and Environmental Protection of Ukraine is the government official responsible for shaping and implementing national policy on energy production, energy security, and environmental protection.
- 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_69e0b4a3f7f48190b37f354574028ca6 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67851c7088190ba960a33c6dfa824 |
completed | April 20, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a086967aef88190b138be722f410e82 |
completed | May 16, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0869f7b4208190858fdeae882e008d |
completed | May 16, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a086a893f1c81909bc40e3c4db0e147 |
completed | May 16, 2026, 1 p.m. |
Created at: April 16, 2026, 11:25 a.m.