Triple
T16373535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Library Journal |
E397622
|
entity |
| Predicate | covers |
P1393
|
FINISHED |
| Object |
library trends
Library trends are evolving patterns and developments in library services, technologies, collections, and user behaviors that shape how libraries operate and serve their communities over time.
|
E1210423
|
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: library trends | Statement: [Library Journal, covers, library trends]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: library trends Context triple: [Library Journal, covers, library trends]
-
A.
TRND
TRND is a National Institutes of Health program that accelerates the development of treatments for rare and neglected diseases by bridging the gap between basic research and clinical application.
-
B.
Hot Topics
Hot Topics is the opening discussion segment on the daytime talk show "The View," where the co-hosts debate and comment on current events and trending issues.
-
C.
Social & Demographic Trends section
The Social & Demographic Trends section is a part of the Pew Research Center website that presents data-driven reports and analyses on population changes, social behaviors, and demographic patterns in the United States and around the world.
-
D.
TMX Insights
TMX Insights is a data and analytics business within TMX Group that provides market intelligence, trading analytics, and financial information services to capital markets participants.
-
E.
Webtrends
Webtrends is a digital analytics company known for providing web traffic measurement and marketing optimization solutions for websites and online campaigns.
- 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: library trends Triple: [Library Journal, covers, library trends]
Generated description
Library trends are evolving patterns and developments in library services, technologies, collections, and user behaviors that shape how libraries operate and serve their communities over time.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: library trends Target entity description: Library trends are evolving patterns and developments in library services, technologies, collections, and user behaviors that shape how libraries operate and serve their communities over time.
-
A.
TRND
TRND is a National Institutes of Health program that accelerates the development of treatments for rare and neglected diseases by bridging the gap between basic research and clinical application.
-
B.
Hot Topics
Hot Topics is the opening discussion segment on the daytime talk show "The View," where the co-hosts debate and comment on current events and trending issues.
-
C.
Social & Demographic Trends section
The Social & Demographic Trends section is a part of the Pew Research Center website that presents data-driven reports and analyses on population changes, social behaviors, and demographic patterns in the United States and around the world.
-
D.
TMX Insights
TMX Insights is a data and analytics business within TMX Group that provides market intelligence, trading analytics, and financial information services to capital markets participants.
-
E.
Webtrends
Webtrends is a digital analytics company known for providing web traffic measurement and marketing optimization solutions for websites and online campaigns.
- 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_69d87f2778dc8190aa95c7572db127e6 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319d559788190bd96c45ff0900fe6 |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003561f83481909223c99bb83ebdf4 |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a0036f14bfc81909ea14a333c296187 |
completed | May 10, 2026, 7:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003785b9d881908049867524345e06 |
completed | May 10, 2026, 7:45 a.m. |
Created at: April 10, 2026, 5:08 a.m.