Triple
T15235876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reference and User Services Association |
E364124
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Business Reference and Services Section
The Business Reference and Services Section is a specialized division within the Reference and User Services Association that focuses on supporting and advancing business reference librarianship and related information services.
|
E1144375
|
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: Business Reference and Services Section | Statement: [Reference and User Services Association, hasSection, Business Reference and Services Section]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Reference and Services Section Context triple: [Reference and User Services Association, hasSection, Business Reference and Services Section]
-
A.
Business Link
Business Link was a UK government-funded advisory service that provided information and support to businesses, particularly small and medium-sized enterprises.
-
B.
Business Services Online
Business Services Online is the Social Security Administration’s secure web portal that allows employers and organizations to electronically file and manage wage reports such as Forms W-2.
-
C.
Business Source
Business Source is a comprehensive EBSCOhost database family providing scholarly journals, trade publications, and other resources focused on business and management topics.
-
D.
TalkTalk business services operations
TalkTalk business services operations is the enterprise-focused division of TalkTalk Group that provides telecommunications and network solutions to business customers in the UK.
-
E.
Commercial Activities Service
The Commercial Activities Service is a unit that manages and coordinates business-related support functions and services within the United Nations system.
- 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: Business Reference and Services Section Triple: [Reference and User Services Association, hasSection, Business Reference and Services Section]
Generated description
The Business Reference and Services Section is a specialized division within the Reference and User Services Association that focuses on supporting and advancing business reference librarianship and related information services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business Reference and Services Section Target entity description: The Business Reference and Services Section is a specialized division within the Reference and User Services Association that focuses on supporting and advancing business reference librarianship and related information services.
-
A.
Business Link
Business Link was a UK government-funded advisory service that provided information and support to businesses, particularly small and medium-sized enterprises.
-
B.
Business Services Online
Business Services Online is the Social Security Administration’s secure web portal that allows employers and organizations to electronically file and manage wage reports such as Forms W-2.
-
C.
Business Source
Business Source is a comprehensive EBSCOhost database family providing scholarly journals, trade publications, and other resources focused on business and management topics.
-
D.
TalkTalk business services operations
TalkTalk business services operations is the enterprise-focused division of TalkTalk Group that provides telecommunications and network solutions to business customers in the UK.
-
E.
Commercial Activities Service
The Commercial Activities Service is a unit that manages and coordinates business-related support functions and services within the United Nations system.
- 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_69d85a0ce24c81909c4d3b6475548c95 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007d91e4881908ea52d11a3d4480a |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd3dd5a081909a1a7fceda648c29 |
completed | May 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69fede8eed2c8190adb45306a1ec0faa |
completed | May 9, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fedef546708190bdeedd2c61fdbc86 |
completed | May 9, 2026, 7:15 a.m. |
Created at: April 10, 2026, 3:12 a.m.