Triple

T19838637
Position Surface form Disambiguated ID Type / Status
Subject Madalena (former parish) E476662 entity
Predicate municipalReformLaw P117243 FINISHED
Object Lei n.º 56/2012
Lei n.º 56/2012 is a Portuguese law that restructured the administrative division of municipalities and civil parishes across Portugal as part of a broader territorial reform.
E1397034 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: Lei n.º 56/2012 | Statement: [Madalena (former parish), municipalReformLaw, Lei n.º 56/2012]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lei n.º 56/2012
Context triple: [Madalena (former parish), municipalReformLaw, Lei n.º 56/2012]
  • A. Law No. 2525
    Law No. 2525 is the 1934 Turkish legislation that mandated hereditary surnames for all citizens as part of Atatürk’s modernizing reforms.
  • B. Law No. 19.968
    Law No. 19.968 is the Chilean statute that created and comprehensively regulates the country’s specialized family court system and its procedures.
  • C. Ley N° 28296
    Ley N° 28296 is a Peruvian law that establishes the general framework for the protection, conservation, and management of the country's Cultural Heritage of the Nation.
  • D. Legislative Decree no. 104 of 2010
    Legislative Decree no. 104 of 2010 is the Italian Code of Administrative Procedure, which comprehensively regulates the organization and functioning of administrative justice in Italy.
  • E. Law 4,595 of 1964
    Law 4,595 of 1964 is the Brazilian legislation that established and structured the country’s National Financial System, including the creation and regulation of the Central Bank of Brazil.
  • 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: Lei n.º 56/2012
Triple: [Madalena (former parish), municipalReformLaw, Lei n.º 56/2012]
Generated description
Lei n.º 56/2012 is a Portuguese law that restructured the administrative division of municipalities and civil parishes across Portugal as part of a broader territorial reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lei n.º 56/2012
Target entity description: Lei n.º 56/2012 is a Portuguese law that restructured the administrative division of municipalities and civil parishes across Portugal as part of a broader territorial reform.
  • A. Law No. 2525
    Law No. 2525 is the 1934 Turkish legislation that mandated hereditary surnames for all citizens as part of Atatürk’s modernizing reforms.
  • B. Law No. 19.968
    Law No. 19.968 is the Chilean statute that created and comprehensively regulates the country’s specialized family court system and its procedures.
  • C. Ley N° 28296
    Ley N° 28296 is a Peruvian law that establishes the general framework for the protection, conservation, and management of the country's Cultural Heritage of the Nation.
  • D. Legislative Decree no. 104 of 2010
    Legislative Decree no. 104 of 2010 is the Italian Code of Administrative Procedure, which comprehensively regulates the organization and functioning of administrative justice in Italy.
  • E. Law 4,595 of 1964
    Law 4,595 of 1964 is the Brazilian legislation that established and structured the country’s National Financial System, including the creation and regulation of the Central Bank of Brazil.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: municipalReformLaw
Context triple: [Madalena (former parish), municipalReformLaw, Lei n.º 56/2012]
  • A. municipalityReform
    Indicates a formal reorganization or restructuring of a municipality’s administrative boundaries, governance, or status.
  • B. usesMunicipalGovernmentAct
    Indicates that an entity operates under, applies, or is governed by the provisions of a Municipal Government Act.
  • C. stanceOnLocalGovernanceReform
    Indicates an entity’s expressed position, attitude, or policy preference regarding proposed or ongoing reforms to local governance structures, powers, or processes.
  • D. partOfAdministrativeDivisionReform chosen
    Indicates that an entity is involved in, or results from, a reorganization or restructuring of administrative divisions.
  • E. lastReform
    Indicates the most recent reform or change that was applied to an entity, typically linking the entity to its latest reform event or version.
  • F. None of above.

Provenance (6 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_69d8e51d39d081909bcfafeaaf3d2fcc completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65803bb988190a4e7c0035058feba completed April 20, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccdd93288190947d532bb4fed089 completed May 16, 2026, 1:48 a.m.
NEDg Description generation batch_6a07cf1c9d7c81908d799c9288aba819 completed May 16, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_6a07cf77875481908196a66181efaf25 completed May 16, 2026, 1:59 a.m.
PD Predicate disambiguation batch_69e5305bda388190a23b7191768107b1 completed April 19, 2026, 7:43 p.m.
Created at: April 10, 2026, 1:50 p.m.