Triple
T11260481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 527th Space Aggressor Squadron |
E266547
|
entity |
| Predicate | motto |
P42
|
FINISHED |
| Object |
Know, Teach, Replicate
"Know, Teach, Replicate" is the official motto of the U.S. Air Force's 527th Space Aggressor Squadron, reflecting its mission to understand, instruct on, and emulate adversary space capabilities.
|
E914789
|
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: Know, Teach, Replicate | Statement: [527th Space Aggressor Squadron, motto, Know, Teach, Replicate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Know, Teach, Replicate Context triple: [527th Space Aggressor Squadron, motto, Know, Teach, Replicate]
-
A.
The Seven Laws of Teaching
The Seven Laws of Teaching is a classic 19th-century educational treatise that outlines fundamental principles for effective instruction and learning.
-
B.
How We Learn
How We Learn is a popular science book by cognitive neuroscientist Stanislas Dehaene that explains the brain mechanisms underlying learning and how they can inform more effective education.
-
C.
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.
-
D.
The Learners
"The Learners" is a novel by renowned graphic designer and author Chip Kidd that continues the story from his debut book "The Cheese Monkeys," following a young art student navigating the world of graphic design and advertising in the early 1960s.
-
E.
Outside in the Teaching Machine
Outside in the Teaching Machine is a collection of essays by postcolonial theorist Gayatri Chakravorty Spivak that critiques global capitalism, education, and representation from the perspective of marginalized voices.
- 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: Know, Teach, Replicate Triple: [527th Space Aggressor Squadron, motto, Know, Teach, Replicate]
Generated description
"Know, Teach, Replicate" is the official motto of the U.S. Air Force's 527th Space Aggressor Squadron, reflecting its mission to understand, instruct on, and emulate adversary space capabilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Know, Teach, Replicate Target entity description: "Know, Teach, Replicate" is the official motto of the U.S. Air Force's 527th Space Aggressor Squadron, reflecting its mission to understand, instruct on, and emulate adversary space capabilities.
-
A.
The Seven Laws of Teaching
The Seven Laws of Teaching is a classic 19th-century educational treatise that outlines fundamental principles for effective instruction and learning.
-
B.
How We Learn
How We Learn is a popular science book by cognitive neuroscientist Stanislas Dehaene that explains the brain mechanisms underlying learning and how they can inform more effective education.
-
C.
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.
-
D.
The Learners
"The Learners" is a novel by renowned graphic designer and author Chip Kidd that continues the story from his debut book "The Cheese Monkeys," following a young art student navigating the world of graphic design and advertising in the early 1960s.
-
E.
Outside in the Teaching Machine
Outside in the Teaching Machine is a collection of essays by postcolonial theorist Gayatri Chakravorty Spivak that critiques global capitalism, education, and representation from the perspective of marginalized voices.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e936cb048190b4d6fb2851ef8932 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4ccada158819080e49833e09f84a0 |
completed | April 19, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69e4d9ec9964819084bd7118e49c41a2 |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ddab4ef48190ab7f371da765c6c0 |
completed | April 19, 2026, 1:50 p.m. |
Created at: April 8, 2026, 9:31 p.m.