Triple
T15511903
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Christopher Manning |
E368728
|
entity |
| Predicate | hasTaughtCourse |
P3295
|
FINISHED |
| Object |
CS124: From Languages to Information
CS124: From Languages to Information is a Stanford University course that introduces students to modern natural language processing and information retrieval techniques at the intersection of computer science and linguistics.
|
E1160184
|
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: CS124: From Languages to Information | Statement: [Christopher Manning, hasTaughtCourse, CS124: From Languages to Information]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CS124: From Languages to Information Context triple: [Christopher Manning, hasTaughtCourse, CS124: From Languages to Information]
-
A.
Texts in Computer Science
Texts in Computer Science is a scholarly book series that publishes advanced textbooks and monographs across a wide range of computer science topics.
-
B.
Department of Language and Computer Science
The Department of Language and Computer Science is a unit within the Institute of Croatian Language and Linguistics that focuses on the intersection of linguistics and computational methods for language analysis and processing.
-
C.
Introduction to the Theory of Computation
Introduction to the Theory of Computation is a widely used textbook in theoretical computer science that covers formal languages, automata, computability, and complexity theory.
-
D.
Programming Language Design and Implementation
Programming Language Design and Implementation is a premier annual academic conference focusing on research in programming languages and compilers, sponsored by ACM SIGPLAN.
-
E.
Information and Computation
Information and Computation is a peer-reviewed scientific journal focusing on theoretical computer science, including areas such as algorithms, computational complexity, and formal methods.
- 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: CS124: From Languages to Information Triple: [Christopher Manning, hasTaughtCourse, CS124: From Languages to Information]
Generated description
CS124: From Languages to Information is a Stanford University course that introduces students to modern natural language processing and information retrieval techniques at the intersection of computer science and linguistics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CS124: From Languages to Information Target entity description: CS124: From Languages to Information is a Stanford University course that introduces students to modern natural language processing and information retrieval techniques at the intersection of computer science and linguistics.
-
A.
Texts in Computer Science
Texts in Computer Science is a scholarly book series that publishes advanced textbooks and monographs across a wide range of computer science topics.
-
B.
Department of Language and Computer Science
The Department of Language and Computer Science is a unit within the Institute of Croatian Language and Linguistics that focuses on the intersection of linguistics and computational methods for language analysis and processing.
-
C.
Introduction to the Theory of Computation
Introduction to the Theory of Computation is a widely used textbook in theoretical computer science that covers formal languages, automata, computability, and complexity theory.
-
D.
Programming Language Design and Implementation
Programming Language Design and Implementation is a premier annual academic conference focusing on research in programming languages and compilers, sponsored by ACM SIGPLAN.
-
E.
Information and Computation
Information and Computation is a peer-reviewed scientific journal focusing on theoretical computer science, including areas such as algorithms, computational complexity, and formal methods.
- 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_69d85a1794cc8190b0b428716296e63e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e04030c0208190a1931ea130075603 |
completed | April 16, 2026, 1:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3671a4448190b81edae6ff2669a7 |
completed | May 9, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ff3725d74081908603d9970857c8b6 |
completed | May 9, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff37ce835c81909d4538fa4cbfe91f |
completed | May 9, 2026, 1:34 p.m. |
Created at: April 10, 2026, 3:56 a.m.