Triple

T14825571
Position Surface form Disambiguated ID Type / Status
Subject Congress for the New Urbanism E348560 entity
Predicate hasProgram P178 FINISHED
Object Project for Code Reform
Project for Code Reform is an initiative of the Congress for the New Urbanism focused on modernizing and improving local land-use and zoning codes to support walkable, sustainable, and community-oriented development.
E1122697 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: Project for Code Reform | Statement: [Congress for the New Urbanism, hasProgram, Project for Code Reform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Project for Code Reform
Context triple: [Congress for the New Urbanism, hasProgram, Project for Code Reform]
  • A. Coders’ Rights Project
    The Coders’ Rights Project is an Electronic Frontier Foundation initiative that defends the legal rights and security research freedoms of programmers, hackers, and technologists.
  • B. Code for America
    Code for America is a nonprofit organization that partners with governments to improve public services through user-centered design, open-source technology, and civic tech innovation.
  • C. CODESA
    CODESA was a multi-party negotiating forum in the early 1990s that laid the groundwork for South Africa’s transition from apartheid to democratic rule.
  • D. Reform Laws
    The Reform Laws were a series of mid-19th-century Mexican liberal measures that curtailed the power of the Catholic Church and military, promoted civil liberties, and laid the groundwork for a secular state.
  • E. National Reform Programmes
    National Reform Programmes are country-specific policy and reform plans prepared by EU member states to implement and report on their economic and structural reform commitments under the Lisbon Strategy.
  • 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: Project for Code Reform
Triple: [Congress for the New Urbanism, hasProgram, Project for Code Reform]
Generated description
Project for Code Reform is an initiative of the Congress for the New Urbanism focused on modernizing and improving local land-use and zoning codes to support walkable, sustainable, and community-oriented development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Project for Code Reform
Target entity description: Project for Code Reform is an initiative of the Congress for the New Urbanism focused on modernizing and improving local land-use and zoning codes to support walkable, sustainable, and community-oriented development.
  • A. Coders’ Rights Project
    The Coders’ Rights Project is an Electronic Frontier Foundation initiative that defends the legal rights and security research freedoms of programmers, hackers, and technologists.
  • B. Code for America
    Code for America is a nonprofit organization that partners with governments to improve public services through user-centered design, open-source technology, and civic tech innovation.
  • C. CODESA
    CODESA was a multi-party negotiating forum in the early 1990s that laid the groundwork for South Africa’s transition from apartheid to democratic rule.
  • D. Reform Laws
    The Reform Laws were a series of mid-19th-century Mexican liberal measures that curtailed the power of the Catholic Church and military, promoted civil liberties, and laid the groundwork for a secular state.
  • E. National Reform Programmes
    National Reform Programmes are country-specific policy and reform plans prepared by EU member states to implement and report on their economic and structural reform commitments under the Lisbon Strategy.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded0713700819097bbb0352650984b completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389f48cc819089d860f0208dd465 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3a2167348190bb428c7f23ec9748 completed May 8, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69fe3aee9d248190b202c7252f290f38 completed May 8, 2026, 7:35 p.m.
Created at: April 10, 2026, 1:51 a.m.