Triple
T2313612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Larry Wall |
E51012
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Programming Perl
Programming Perl is a comprehensive reference and tutorial book on the Perl programming language, co-authored by its creator Larry Wall and often regarded as the definitive guide for Perl programmers.
|
E255509
|
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: Programming Perl | Statement: [Larry Wall, notableWork, Programming Perl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Programming Perl Context triple: [Larry Wall, notableWork, Programming Perl]
-
A.
Perl
Perl is a high-level, general-purpose programming language known for its powerful text-processing capabilities and use in system administration, web development, and scripting.
-
B.
PDL
PDL is a former name for USL League Two, a North American pre-professional soccer league that serves as a key development platform for college-aged and aspiring professional players.
-
C.
Programming Pearls
Programming Pearls is a classic computer science book by Jon Bentley that teaches practical problem-solving, algorithm design, and programming techniques through engaging essays and puzzles.
-
D.
The Art of Unix Programming
The Art of Unix Programming is a book that explores the philosophy, design principles, and culture of Unix software development, emphasizing simplicity, modularity, and the Unix way.
-
E.
"Unix Text Processing"
"Unix Text Processing" is a classic technical book that teaches practical techniques for manipulating and formatting text on Unix systems using tools like sed, awk, and troff.
- 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: Programming Perl Triple: [Larry Wall, notableWork, Programming Perl]
Generated description
Programming Perl is a comprehensive reference and tutorial book on the Perl programming language, co-authored by its creator Larry Wall and often regarded as the definitive guide for Perl programmers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Programming Perl Target entity description: Programming Perl is a comprehensive reference and tutorial book on the Perl programming language, co-authored by its creator Larry Wall and often regarded as the definitive guide for Perl programmers.
-
A.
Perl
Perl is a high-level, general-purpose programming language known for its powerful text-processing capabilities and use in system administration, web development, and scripting.
-
B.
PDL
PDL is a former name for USL League Two, a North American pre-professional soccer league that serves as a key development platform for college-aged and aspiring professional players.
-
C.
Programming Pearls
Programming Pearls is a classic computer science book by Jon Bentley that teaches practical problem-solving, algorithm design, and programming techniques through engaging essays and puzzles.
-
D.
The Art of Unix Programming
The Art of Unix Programming is a book that explores the philosophy, design principles, and culture of Unix software development, emphasizing simplicity, modularity, and the Unix way.
-
E.
"Unix Text Processing"
"Unix Text Processing" is a classic technical book that teaches practical techniques for manipulating and formatting text on Unix systems using tools like sed, awk, and troff.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc61c1ef08190911d5f58c2e91189 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae895f5420819087b403e9772dce9a |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8af65eb88190b17d74e7411967cc |
completed | March 9, 2026, 8:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8ba02cec8190917c0e17d3fedb0e |
completed | March 9, 2026, 8:58 a.m. |
Created at: March 4, 2026, 7:49 p.m.