Triple
T15235877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reference and User Services Association |
E364124
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Emerging Technologies Section
The Emerging Technologies Section is a division within the Reference and User Services Association that focuses on exploring, evaluating, and supporting the use of new and evolving technologies in library reference and user services.
|
E1144376
|
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: Emerging Technologies Section | Statement: [Reference and User Services Association, hasSection, Emerging Technologies Section]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emerging Technologies Section Context triple: [Reference and User Services Association, hasSection, Emerging Technologies Section]
-
A.
Emerging Technologies
Emerging Technologies is a business division of Applied Materials focused on developing and commercializing next-generation materials engineering solutions for new and rapidly evolving markets.
-
B.
Technology and Innovation Unit
The Technology and Innovation Unit is a specialized office within the UN Department of Peace Operations that promotes and coordinates the use of advanced technologies and innovative practices to enhance the effectiveness of peacekeeping missions.
-
C.
Innovation, Hybrid and Cyber Division
The Innovation, Hybrid and Cyber Division is a NATO body responsible for driving technological innovation, strengthening resilience against hybrid threats, and enhancing the Alliance’s cyber defence capabilities.
-
D.
Office of the Chief Technologist
The Office of the Chief Technologist is NASA’s central leadership office for agency-wide technology strategy, innovation, and advanced research initiatives.
-
E.
Technologies
Technologies is a business segment of General Dynamics focused on providing advanced information technology, mission systems, and digital solutions for defense, intelligence, and government customers.
- 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: Emerging Technologies Section Triple: [Reference and User Services Association, hasSection, Emerging Technologies Section]
Generated description
The Emerging Technologies Section is a division within the Reference and User Services Association that focuses on exploring, evaluating, and supporting the use of new and evolving technologies in library reference and user services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emerging Technologies Section Target entity description: The Emerging Technologies Section is a division within the Reference and User Services Association that focuses on exploring, evaluating, and supporting the use of new and evolving technologies in library reference and user services.
-
A.
Emerging Technologies
Emerging Technologies is a business division of Applied Materials focused on developing and commercializing next-generation materials engineering solutions for new and rapidly evolving markets.
-
B.
Technology and Innovation Unit
The Technology and Innovation Unit is a specialized office within the UN Department of Peace Operations that promotes and coordinates the use of advanced technologies and innovative practices to enhance the effectiveness of peacekeeping missions.
-
C.
Innovation, Hybrid and Cyber Division
The Innovation, Hybrid and Cyber Division is a NATO body responsible for driving technological innovation, strengthening resilience against hybrid threats, and enhancing the Alliance’s cyber defence capabilities.
-
D.
Office of the Chief Technologist
The Office of the Chief Technologist is NASA’s central leadership office for agency-wide technology strategy, innovation, and advanced research initiatives.
-
E.
Technologies
Technologies is a business segment of General Dynamics focused on providing advanced information technology, mission systems, and digital solutions for defense, intelligence, and government customers.
- 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.