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.