Triple

T13904411
Position Surface form Disambiguated ID Type / Status
Subject Sturm College of Law E334307 entity
Predicate hasClinic P2836 FINISHED
Object Community Economic Development Clinic
The Community Economic Development Clinic is a legal clinic that provides law students with practical experience assisting local businesses, nonprofits, and community organizations on economic development and social justice matters.
E1067655 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: Community Economic Development Clinic | Statement: [Sturm College of Law, hasClinic, Community Economic Development Clinic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Community Economic Development Clinic
Context triple: [Sturm College of Law, hasClinic, Community Economic Development Clinic]
  • A. Community and Economic Development Extension
    Community and Economic Development Extension is an Iowa State University Extension and Outreach program that supports local communities and regions through research-based education, planning assistance, and strategies for economic growth and community improvement.
  • B. Community Enterprise Clinic
    The Community Enterprise Clinic is a Columbia Law School legal clinic where students provide transactional and advisory services to support small businesses, nonprofits, and community-based organizations.
  • C. Entrepreneur’s Law Clinic
    Entrepreneur’s Law Clinic is a legal clinic that provides practical, hands-on legal services and support to entrepreneurs and startup ventures, typically staffed by law students under faculty supervision.
  • D. Community Development Entities
    Community Development Entities are specialized organizations that attract and deploy private investment capital to support economic development and revitalization projects in low-income and underserved communities, often through programs like the New Markets Tax Credit.
  • E. Center for Business Law
    The Center for Business Law is an academic hub at Loyola University Chicago School of Law that focuses on education, research, and programming in corporate and commercial law.
  • 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: Community Economic Development Clinic
Triple: [Sturm College of Law, hasClinic, Community Economic Development Clinic]
Generated description
The Community Economic Development Clinic is a legal clinic that provides law students with practical experience assisting local businesses, nonprofits, and community organizations on economic development and social justice matters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Community Economic Development Clinic
Target entity description: The Community Economic Development Clinic is a legal clinic that provides law students with practical experience assisting local businesses, nonprofits, and community organizations on economic development and social justice matters.
  • A. Community and Economic Development Extension
    Community and Economic Development Extension is an Iowa State University Extension and Outreach program that supports local communities and regions through research-based education, planning assistance, and strategies for economic growth and community improvement.
  • B. Community Enterprise Clinic
    The Community Enterprise Clinic is a Columbia Law School legal clinic where students provide transactional and advisory services to support small businesses, nonprofits, and community-based organizations.
  • C. Entrepreneur’s Law Clinic
    Entrepreneur’s Law Clinic is a legal clinic that provides practical, hands-on legal services and support to entrepreneurs and startup ventures, typically staffed by law students under faculty supervision.
  • D. Community Development Entities
    Community Development Entities are specialized organizations that attract and deploy private investment capital to support economic development and revitalization projects in low-income and underserved communities, often through programs like the New Markets Tax Credit.
  • E. Center for Business Law
    The Center for Business Law is an academic hub at Loyola University Chicago School of Law that focuses on education, research, and programming in corporate and commercial law.
  • 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25db1e308190aaed6a21e443cc44 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c724c6188190ae0c2784c3b48a12 completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c7e1247481908073c1e282c3619f completed May 3, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7c8f2b5588190b6143d676eb648a0 completed May 3, 2026, 10:15 p.m.
Created at: April 9, 2026, 10:16 p.m.