Triple
T497010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BBVA Foundation Frontiers of Knowledge Award |
E10314
|
entity |
| Predicate | motto |
P42
|
FINISHED |
| Object |
Frontiers of Knowledge
Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
|
E62075
|
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: Frontiers of Knowledge | Statement: [BBVA Foundation Frontiers of Knowledge Award, motto, Frontiers of Knowledge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frontiers of Knowledge Context triple: [BBVA Foundation Frontiers of Knowledge Award, motto, Frontiers of Knowledge]
-
A.
Science, The Endless Frontier
Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.
-
B.
Adventures of Ideas
Adventures of Ideas is a philosophical work by Alfred North Whitehead that explores the historical development and interplay of ideas shaping civilization, culture, and human experience.
-
C.
Science and Human Behavior
Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
-
D.
The Future of Ideas
The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
-
E.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
- 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: Frontiers of Knowledge Triple: [BBVA Foundation Frontiers of Knowledge Award, motto, Frontiers of Knowledge]
Generated description
Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frontiers of Knowledge Target entity description: Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
-
A.
Science, The Endless Frontier
Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.
-
B.
Adventures of Ideas
Adventures of Ideas is a philosophical work by Alfred North Whitehead that explores the historical development and interplay of ideas shaping civilization, culture, and human experience.
-
C.
Science and Human Behavior
Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
-
D.
The Future of Ideas
The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
-
E.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
- 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_69a2e847df8481909239ec08ccf1e376 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f116f1b4819082f88d6c747368ae |
completed | Feb. 28, 2026, 1:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a481ee2e348190b26b02990b4fb866 |
completed | March 1, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69a482749e78819093f8f81090eedfa2 |
completed | March 1, 2026, 6:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a483073dcc8190b05f89a81207d3d2 |
completed | March 1, 2026, 6:18 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.