Triple
T14341826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benjamin C. Pierce |
E355622
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
"Types and Programming Languages"
"Types and Programming Languages" is a widely acclaimed textbook that provides a rigorous, foundational introduction to type systems and programming language theory for computer science students and researchers.
|
E1093137
|
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: "Types and Programming Languages" | Statement: [Benjamin C. Pierce, notableWork, "Types and Programming Languages"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: "Types and Programming Languages" Context triple: [Benjamin C. Pierce, notableWork, "Types and Programming Languages"]
-
A.
Hindley–Milner type system
The Hindley–Milner type system is a classical polymorphic type system used in many functional programming languages, notable for enabling type inference without explicit type annotations.
-
B.
Types and Programming Languages (research contributions)
Types and Programming Languages (research contributions) refers to Tobias Nipkow’s influential work advancing the theory and mechanization of type systems and programming language semantics, particularly through formal verification and theorem proving.
-
C.
A Discipline of Programming
A Discipline of Programming is a seminal 1976 book by Edsger W. Dijkstra that rigorously develops program construction using formal mathematical reasoning and correctness proofs.
-
D.
The Definition of Standard ML
The Definition of Standard ML is the formal language specification that rigorously defines the syntax and semantics of the Standard ML functional programming language.
-
E.
Scheme: An Interpreter for Extended Lambda Calculus
"Scheme: An Interpreter for Extended Lambda Calculus" is the seminal 1975 technical report by Gerald Jay Sussman and Guy L. Steele Jr. that introduced the Scheme programming language and demonstrated the power of lexical scoping and first-class procedures in a minimalist Lisp dialect.
- 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: "Types and Programming Languages" Triple: [Benjamin C. Pierce, notableWork, "Types and Programming Languages"]
Generated description
"Types and Programming Languages" is a widely acclaimed textbook that provides a rigorous, foundational introduction to type systems and programming language theory for computer science students and researchers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: "Types and Programming Languages" Target entity description: "Types and Programming Languages" is a widely acclaimed textbook that provides a rigorous, foundational introduction to type systems and programming language theory for computer science students and researchers.
-
A.
Hindley–Milner type system
The Hindley–Milner type system is a classical polymorphic type system used in many functional programming languages, notable for enabling type inference without explicit type annotations.
-
B.
Types and Programming Languages (research contributions)
Types and Programming Languages (research contributions) refers to Tobias Nipkow’s influential work advancing the theory and mechanization of type systems and programming language semantics, particularly through formal verification and theorem proving.
-
C.
A Discipline of Programming
A Discipline of Programming is a seminal 1976 book by Edsger W. Dijkstra that rigorously develops program construction using formal mathematical reasoning and correctness proofs.
-
D.
The Definition of Standard ML
The Definition of Standard ML is the formal language specification that rigorously defines the syntax and semantics of the Standard ML functional programming language.
-
E.
Scheme: An Interpreter for Extended Lambda Calculus
"Scheme: An Interpreter for Extended Lambda Calculus" is the seminal 1975 technical report by Gerald Jay Sussman and Guy L. Steele Jr. that introduced the Scheme programming language and demonstrated the power of lexical scoping and first-class procedures in a minimalist Lisp dialect.
- 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_69d8278fa2108190bc0d0e7939c1eb03 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8e87febc8190a63c668cbd0fd713 |
completed | April 14, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd469bc538819099ed5b7061cf140d |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd477d0dd4819084116b385077324c |
completed | May 8, 2026, 2:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4828f44c81908903d1391c83cc60 |
completed | May 8, 2026, 2:19 a.m. |
Created at: April 10, 2026, 1:14 a.m.