Triple

T1001881
Position Surface form Disambiguated ID Type / Status
Subject Civil Society, Markets, and Democracy Program E21621 entity
Predicate abbreviation P43 FINISHED
Object CSMD Program
The CSMD Program is an initiative focused on analyzing and strengthening the role of civil society, market economies, and democratic governance in global development and policy.
E118847 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: CSMD Program | Statement: [Civil Society, Markets, and Democracy Program, abbreviation, CSMD Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CSMD Program
Context triple: [Civil Society, Markets, and Democracy Program, abbreviation, CSMD Program]
  • A. MSx Program
    The MSx Program is Stanford Graduate School of Business’s one-year, full-time master’s program designed for experienced mid-career professionals seeking advanced leadership and management education.
  • B. CSME
    CSME is the economic integration initiative of CARICOM that aims to create a single market and economy among its member states, allowing for the free movement of goods, services, capital, and people.
  • C. National Academy Program
    The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
  • D. CSD
    CSD is the renowned Computer Science Department at Carnegie Mellon University, recognized globally for its pioneering research and education in computer science.
  • E. The Transitional Program
    The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • 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: CSMD Program
Triple: [Civil Society, Markets, and Democracy Program, abbreviation, CSMD Program]
Generated description
The CSMD Program is an initiative focused on analyzing and strengthening the role of civil society, market economies, and democratic governance in global development and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CSMD Program
Target entity description: The CSMD Program is an initiative focused on analyzing and strengthening the role of civil society, market economies, and democratic governance in global development and policy.
  • A. MSx Program
    The MSx Program is Stanford Graduate School of Business’s one-year, full-time master’s program designed for experienced mid-career professionals seeking advanced leadership and management education.
  • B. CSME
    CSME is the economic integration initiative of CARICOM that aims to create a single market and economy among its member states, allowing for the free movement of goods, services, capital, and people.
  • C. National Academy Program
    The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
  • D. CSD
    CSD is the renowned Computer Science Department at Carnegie Mellon University, recognized globally for its pioneering research and education in computer science.
  • E. The Transitional Program
    The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4fcbc04819098d2125518f62ae7 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a1cb4f08190b1351aadd57c3bda completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2b0d1b348190b4a34bf1c9b43968 completed March 7, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69ac2bb03508819095f791903f048351 completed March 7, 2026, 1:44 p.m.
Created at: March 1, 2026, 7:41 p.m.