Triple
T2321236
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herning |
E51183
|
entity |
| Predicate | municipalityReform |
P38054
|
FINISHED |
| Object |
2007 Danish Municipal Reform
The 2007 Danish Municipal Reform was a major administrative restructuring in Denmark that significantly reduced the number of municipalities and reorganized regional governance across the country.
|
E256176
|
NE FINISHED |
How this triple was built (5 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: 2007 Danish Municipal Reform | Statement: [Herning, municipalityReform, 2007 Danish Municipal Reform]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2007 Danish Municipal Reform Context triple: [Herning, municipalityReform, 2007 Danish Municipal Reform]
-
A.
Oslo City Council reform of 1986
The Oslo City Council reform of 1986 was a major municipal governance overhaul that introduced a parliamentary system in the city, including the establishment of the Governing Mayor as the political head of Oslo.
-
B.
Polish local government reforms of 1998
The Polish local government reforms of 1998 were a major administrative overhaul that restructured the country into a new three-tier system of local self-government and redefined voivodeship boundaries.
-
C.
Finnish parliamentary reform of 1906
The Finnish parliamentary reform of 1906 was a landmark political overhaul that created a unicameral parliament elected by universal suffrage, making Finland one of the first countries in the world to grant full voting and candidacy rights to women.
-
D.
Montford Reforms
The Montford Reforms were a set of constitutional changes introduced by the British government in 1919 that expanded limited self-governance in colonial India through dyarchy in the provinces and increased Indian participation in legislative councils.
-
E.
Agenda 2010 reforms
The Agenda 2010 reforms were a major package of labor market and welfare state overhauls in early-2000s Germany that aimed to boost employment and competitiveness but sparked intense political and social controversy.
- 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: 2007 Danish Municipal Reform Triple: [Herning, municipalityReform, 2007 Danish Municipal Reform]
Generated description
The 2007 Danish Municipal Reform was a major administrative restructuring in Denmark that significantly reduced the number of municipalities and reorganized regional governance across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2007 Danish Municipal Reform Target entity description: The 2007 Danish Municipal Reform was a major administrative restructuring in Denmark that significantly reduced the number of municipalities and reorganized regional governance across the country.
-
A.
Oslo City Council reform of 1986
The Oslo City Council reform of 1986 was a major municipal governance overhaul that introduced a parliamentary system in the city, including the establishment of the Governing Mayor as the political head of Oslo.
-
B.
Polish local government reforms of 1998
The Polish local government reforms of 1998 were a major administrative overhaul that restructured the country into a new three-tier system of local self-government and redefined voivodeship boundaries.
-
C.
Finnish parliamentary reform of 1906
The Finnish parliamentary reform of 1906 was a landmark political overhaul that created a unicameral parliament elected by universal suffrage, making Finland one of the first countries in the world to grant full voting and candidacy rights to women.
-
D.
Montford Reforms
The Montford Reforms were a set of constitutional changes introduced by the British government in 1919 that expanded limited self-governance in colonial India through dyarchy in the provinces and increased Indian participation in legislative councils.
-
E.
Agenda 2010 reforms
The Agenda 2010 reforms were a major package of labor market and welfare state overhauls in early-2000s Germany that aimed to boost employment and competitiveness but sparked intense political and social controversy.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: municipalityReform Context triple: [Herning, municipalityReform, 2007 Danish Municipal Reform]
-
A.
municipality
Indicates that one entity is a municipality (a local administrative unit) in which the other entity is located or which it governs.
-
B.
municipalRepresentation
Indicates that one entity serves as the official municipal-level representative or governing body for another entity within a specific locality or jurisdiction.
-
C.
hasMunicipalFormation
Indicates that an administrative or territorial unit is organized into, or associated with, a specific municipal formation as its local self-governing structure.
-
D.
formerMunicipalityOf
Indicates that an entity was previously an independent municipality that has since been merged into or replaced by the referenced municipality.
-
E.
municipalKey
Indicates a unique identifier that links an entity to a specific municipality within an administrative or geographic system.
- F. None of above. chosen
Provenance (7 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc685f05481909c863b29d1f6bacd |
completed | March 7, 2026, 6:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae896911908190b53954dbf854cc18 |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8d2dcc8081908d4274b2287ff2b8 |
completed | March 9, 2026, 9:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8d786a648190acf0a14e0d4a120c |
completed | March 9, 2026, 9:06 a.m. |
| PD | Predicate disambiguation | batch_69abc5909cc48190aab257313542dc49 |
completed | March 7, 2026, 6:28 a.m. |
| PDg | Predicate description generation | batch_69abc682d094819081a96ffb77c4c42a |
completed | March 7, 2026, 6:32 a.m. |
Created at: March 4, 2026, 7:49 p.m.