Triple

T16825138
Position Surface form Disambiguated ID Type / Status
Subject Stadt Nürnberg E408998 entity
Predicate usesBudget P27969 FINISHED
Object municipal budget of Nuremberg
The municipal budget of Nuremberg is the city’s official financial plan that allocates public revenues and expenditures to fund local services, infrastructure, and administrative functions.
E1234687 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: municipal budget of Nuremberg | Statement: [Stadt Nürnberg, usesBudget, municipal budget of Nuremberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: municipal budget of Nuremberg
Context triple: [Stadt Nürnberg, usesBudget, municipal budget of Nuremberg]
  • A. Nuremberg city council
    The Nuremberg city council is the governing municipal body of the German city of Nuremberg, responsible for local legislation, administration, and urban policy.
  • B. Free Imperial City of Nuremberg
    The Free Imperial City of Nuremberg was a wealthy and influential self-governing city-state of the Holy Roman Empire, renowned as a major center of trade, craftsmanship, and early German Protestantism.
  • C. Nuremberg public transport network
    The Nuremberg public transport network is an integrated urban transit system in Nuremberg, Germany, comprising U-Bahn (metro), trams, buses, and regional trains operated under a unified fare and timetable structure.
  • D. City council of Bayreuth
    The City council of Bayreuth is the elected municipal legislative body responsible for setting local policies, budgets, and regulations for the city of Bayreuth in Germany.
  • E. Stadt Nürnberg
    Stadt Nürnberg is the municipal government of the German city of Nuremberg, responsible for local administration, public services, and urban infrastructure.
  • 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: municipal budget of Nuremberg
Triple: [Stadt Nürnberg, usesBudget, municipal budget of Nuremberg]
Generated description
The municipal budget of Nuremberg is the city’s official financial plan that allocates public revenues and expenditures to fund local services, infrastructure, and administrative functions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: municipal budget of Nuremberg
Target entity description: The municipal budget of Nuremberg is the city’s official financial plan that allocates public revenues and expenditures to fund local services, infrastructure, and administrative functions.
  • A. Nuremberg city council
    The Nuremberg city council is the governing municipal body of the German city of Nuremberg, responsible for local legislation, administration, and urban policy.
  • B. Free Imperial City of Nuremberg
    The Free Imperial City of Nuremberg was a wealthy and influential self-governing city-state of the Holy Roman Empire, renowned as a major center of trade, craftsmanship, and early German Protestantism.
  • C. Nuremberg public transport network
    The Nuremberg public transport network is an integrated urban transit system in Nuremberg, Germany, comprising U-Bahn (metro), trams, buses, and regional trains operated under a unified fare and timetable structure.
  • D. City council of Bayreuth
    The City council of Bayreuth is the elected municipal legislative body responsible for setting local policies, budgets, and regulations for the city of Bayreuth in Germany.
  • E. Stadt Nürnberg
    Stadt Nürnberg is the municipal government of the German city of Nuremberg, responsible for local administration, public services, and urban infrastructure.
  • 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b310ffec81908087e5aaacc4a7c2 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b29e48f881908489bd77a9caec97 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b3aafac08190b3e0181780f45392 completed May 10, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_6a00b46ab0608190bc59abb99842e6d4 completed May 10, 2026, 4:38 p.m.
Created at: April 10, 2026, 5:23 a.m.