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.