Triple

T11148587
Position Surface form Disambiguated ID Type / Status
Subject Monégasque government E263727 entity
Predicate hasMinisterialPortfolio P7410 FINISHED
Object Public Works, the Environment and Urban Development
Public Works, the Environment and Urban Development is a ministerial portfolio in the Government of Monaco responsible for infrastructure, environmental policy, and urban planning.
E906846 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: Public Works, the Environment and Urban Development | Statement: [Monégasque government, hasMinisterialPortfolio, Public Works, the Environment and Urban Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Works, the Environment and Urban Development
Context triple: [Monégasque government, hasMinisterialPortfolio, Public Works, the Environment and Urban Development]
  • A. Administrative Capital for Urban Development
    Administrative Capital for Urban Development is an Egyptian state-owned company responsible for planning, developing, and managing Egypt’s New Administrative Capital megaproject east of Cairo.
  • B. STC on Public Service, Local Government, Urban Development and Decentralization
    The STC on Public Service, Local Government, Urban Development and Decentralization is an African Union specialized technical committee that focuses on policies and cooperation related to public administration, local governance, urban development, and decentralization across member states.
  • C. Public Works
    Public Works is a community-based theater program of The Public Theater that partners with local organizations to create large-scale, participatory productions featuring both professional artists and everyday New Yorkers.
  • D. Centre for Environmental Planning and Technology
    The Centre for Environmental Planning and Technology, now known as CEPT University, is a premier Ahmedabad-based institution renowned for its programs in architecture, planning, design, and related built-environment disciplines.
  • E. Anthropopolis: City for Human Development
    "Anthropopolis: City for Human Development" is an influential urban planning work that explores how cities can be designed and organized to better support human needs, growth, and well-being.
  • 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: Public Works, the Environment and Urban Development
Triple: [Monégasque government, hasMinisterialPortfolio, Public Works, the Environment and Urban Development]
Generated description
Public Works, the Environment and Urban Development is a ministerial portfolio in the Government of Monaco responsible for infrastructure, environmental policy, and urban planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Works, the Environment and Urban Development
Target entity description: Public Works, the Environment and Urban Development is a ministerial portfolio in the Government of Monaco responsible for infrastructure, environmental policy, and urban planning.
  • A. Administrative Capital for Urban Development
    Administrative Capital for Urban Development is an Egyptian state-owned company responsible for planning, developing, and managing Egypt’s New Administrative Capital megaproject east of Cairo.
  • B. STC on Public Service, Local Government, Urban Development and Decentralization
    The STC on Public Service, Local Government, Urban Development and Decentralization is an African Union specialized technical committee that focuses on policies and cooperation related to public administration, local governance, urban development, and decentralization across member states.
  • C. Public Works
    Public Works is a community-based theater program of The Public Theater that partners with local organizations to create large-scale, participatory productions featuring both professional artists and everyday New Yorkers.
  • D. Centre for Environmental Planning and Technology
    The Centre for Environmental Planning and Technology, now known as CEPT University, is a premier Ahmedabad-based institution renowned for its programs in architecture, planning, design, and related built-environment disciplines.
  • E. Anthropopolis: City for Human Development
    "Anthropopolis: City for Human Development" is an influential urban planning work that explores how cities can be designed and organized to better support human needs, growth, and well-being.
  • 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_69d6aa9ccddc8190868998c8b7beb060 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8701ea481908c86c2359f5dc957 completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4422ca62c81909a3a935fb7e28c34 completed April 19, 2026, 2:47 a.m.
NEDg Description generation batch_69e44c0a9edc8190a184244ba63f1c8f completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e4513731fc8190be0bae62d1e16e6f completed April 19, 2026, 3:51 a.m.
Created at: April 8, 2026, 9:28 p.m.