Triple
T1136946
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Animal and Plant Health Inspection Service |
E23161
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Marketing and Regulatory Programs Business Services
Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
|
E130744
|
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: Marketing and Regulatory Programs Business Services | Statement: [Animal and Plant Health Inspection Service, hasDivision, Marketing and Regulatory Programs Business Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marketing and Regulatory Programs Business Services Context triple: [Animal and Plant Health Inspection Service, hasDivision, Marketing and Regulatory Programs Business Services]
-
A.
Corporate and Securities Law Program
The Corporate and Securities Law Program is a specialized academic and research initiative at Columbia Law School focused on corporate governance, securities regulation, and financial markets.
-
B.
Corporate Services Directorate
The Corporate Services Directorate is an administrative division of the Caribbean Community (CARICOM) Secretariat responsible for providing internal support functions such as finance, human resources, and general corporate administration.
-
C.
Law & Business Program
The Law & Business Program is a specialized academic track at the University of Virginia School of Law that integrates legal education with business and financial training to prepare students for corporate and transactional practice.
-
D.
Office of Client Solutions Policy and Programs
The Office of Client Solutions Policy and Programs is a component of the U.S. General Services Administration responsible for developing and managing policies and programs that support federal agencies’ acquisition, customer service, and client-focused solutions.
-
E.
Office of Markets
The Office of Markets is a unit within the SEC’s Division of Economic and Risk Analysis that focuses on analyzing securities markets, trading practices, and related risks to inform regulatory policy and oversight.
- 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: Marketing and Regulatory Programs Business Services Triple: [Animal and Plant Health Inspection Service, hasDivision, Marketing and Regulatory Programs Business Services]
Generated description
Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marketing and Regulatory Programs Business Services Target entity description: Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
-
A.
Corporate and Securities Law Program
The Corporate and Securities Law Program is a specialized academic and research initiative at Columbia Law School focused on corporate governance, securities regulation, and financial markets.
-
B.
Corporate Services Directorate
The Corporate Services Directorate is an administrative division of the Caribbean Community (CARICOM) Secretariat responsible for providing internal support functions such as finance, human resources, and general corporate administration.
-
C.
Law & Business Program
The Law & Business Program is a specialized academic track at the University of Virginia School of Law that integrates legal education with business and financial training to prepare students for corporate and transactional practice.
-
D.
Office of Client Solutions Policy and Programs
The Office of Client Solutions Policy and Programs is a component of the U.S. General Services Administration responsible for developing and managing policies and programs that support federal agencies’ acquisition, customer service, and client-focused solutions.
-
E.
Office of Markets
The Office of Markets is a unit within the SEC’s Division of Economic and Risk Analysis that focuses on analyzing securities markets, trading practices, and related risks to inform regulatory policy and oversight.
- 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_69a493ec75988190b63a11bafaec29b4 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bc2450c481909b9264e170070326 |
completed | March 1, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59ae5f20819093f8acc3ba7a6638 |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5b5e2c688190a7d4998a3ed0f443 |
completed | March 7, 2026, 5:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5bb6e78c8190a34ecbc246f72ff6 |
completed | March 7, 2026, 5:09 p.m. |
Created at: March 1, 2026, 7:44 p.m.