Triple
T12450504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fonds Kirchberg |
E297518
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Ministry of Spatial Planning of Luxembourg
The Ministry of Spatial Planning of Luxembourg is the national government body responsible for coordinating land use, regional development, and long-term territorial planning across the country.
|
E984087
|
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: Ministry of Spatial Planning of Luxembourg | Statement: [Fonds Kirchberg, collaboratesWith, Ministry of Spatial Planning of Luxembourg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Spatial Planning of Luxembourg Context triple: [Fonds Kirchberg, collaboratesWith, Ministry of Spatial Planning of Luxembourg]
-
A.
Ministry of Foreign and European Affairs of Luxembourg
The Ministry of Foreign and European Affairs of Luxembourg is the government department responsible for managing the country’s foreign policy, diplomatic relations, and European Union affairs.
-
B.
Masterplan for Belval, Esch-sur-Alzette, Luxembourg
The Masterplan for Belval in Esch-sur-Alzette, Luxembourg is a major urban redevelopment blueprint transforming a former steelworks site into a contemporary mixed-use district integrating education, research, housing, and public spaces.
-
C.
Government of Luxembourg
The Government of Luxembourg is the executive branch of the Grand Duchy of Luxembourg, responsible for national policy-making and administration under the constitutional monarchy headed by the Grand Duke.
-
D.
Ministry of Defence of Luxembourg
The Ministry of Defence of Luxembourg is the government department responsible for the country’s defence policy, oversight of its armed forces, and related international military cooperation.
-
E.
Council of State of Luxembourg
The Council of State of Luxembourg is a high-level advisory body that reviews legislation and provides legal and constitutional opinions to guide the Grand Duke and the national parliament.
- 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: Ministry of Spatial Planning of Luxembourg Triple: [Fonds Kirchberg, collaboratesWith, Ministry of Spatial Planning of Luxembourg]
Generated description
The Ministry of Spatial Planning of Luxembourg is the national government body responsible for coordinating land use, regional development, and long-term territorial planning across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Spatial Planning of Luxembourg Target entity description: The Ministry of Spatial Planning of Luxembourg is the national government body responsible for coordinating land use, regional development, and long-term territorial planning across the country.
-
A.
Ministry of Foreign and European Affairs of Luxembourg
The Ministry of Foreign and European Affairs of Luxembourg is the government department responsible for managing the country’s foreign policy, diplomatic relations, and European Union affairs.
-
B.
Masterplan for Belval, Esch-sur-Alzette, Luxembourg
The Masterplan for Belval in Esch-sur-Alzette, Luxembourg is a major urban redevelopment blueprint transforming a former steelworks site into a contemporary mixed-use district integrating education, research, housing, and public spaces.
-
C.
Government of Luxembourg
The Government of Luxembourg is the executive branch of the Grand Duchy of Luxembourg, responsible for national policy-making and administration under the constitutional monarchy headed by the Grand Duke.
-
D.
Ministry of Defence of Luxembourg
The Ministry of Defence of Luxembourg is the government department responsible for the country’s defence policy, oversight of its armed forces, and related international military cooperation.
-
E.
Council of State of Luxembourg
The Council of State of Luxembourg is a high-level advisory body that reviews legislation and provides legal and constitutional opinions to guide the Grand Duke and the national parliament.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d9fa5f0819080ca9f6efa212c59 |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f1501448190b0a95d7cd249ca9d |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f640ef7dd08190bf78d04cffac1a44 |
completed | May 2, 2026, 6:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f641abe114819093d99a327f2220c2 |
completed | May 2, 2026, 6:25 p.m. |
Created at: April 8, 2026, 9:56 p.m.