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.