Triple
T7980429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pro Git |
E185555
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Apress Pro series
The Apress Pro series is a collection of advanced, practitioner-focused technical books aimed at professional developers and IT experts.
|
E707852
|
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: Apress Pro series | Statement: [Pro Git, isPartOf, Apress Pro series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apress Pro series Context triple: [Pro Git, isPartOf, Apress Pro series]
-
A.
O’Reilly Library
O’Reilly Library is the main academic library of Dublin City University, providing study spaces, print and digital collections, and research support for students and staff.
-
B.
O'Reilly Media
O'Reilly Media is a prominent technology and learning company known for its influential tech books, online training, and conferences that have shaped modern software and internet culture.
-
C.
Pogue’s Basics series
Pogue’s Basics series is a collection of practical, tip-filled books by technology writer David Pogue that reveal simple shortcuts and hidden features for everyday tech and life tasks.
-
D.
Addison-Wesley
Addison-Wesley is a prominent American publishing company known for its influential textbooks and professional books in science, engineering, and computer science.
-
E.
The Well-Grounded Rubyist
The Well-Grounded Rubyist is a widely respected programming book that provides a clear, thorough introduction to the Ruby language and its idioms for both new and experienced developers.
- 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: Apress Pro series Triple: [Pro Git, isPartOf, Apress Pro series]
Generated description
The Apress Pro series is a collection of advanced, practitioner-focused technical books aimed at professional developers and IT experts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apress Pro series Target entity description: The Apress Pro series is a collection of advanced, practitioner-focused technical books aimed at professional developers and IT experts.
-
A.
O’Reilly Library
O’Reilly Library is the main academic library of Dublin City University, providing study spaces, print and digital collections, and research support for students and staff.
-
B.
O'Reilly Media
O'Reilly Media is a prominent technology and learning company known for its influential tech books, online training, and conferences that have shaped modern software and internet culture.
-
C.
Pogue’s Basics series
Pogue’s Basics series is a collection of practical, tip-filled books by technology writer David Pogue that reveal simple shortcuts and hidden features for everyday tech and life tasks.
-
D.
Addison-Wesley
Addison-Wesley is a prominent American publishing company known for its influential textbooks and professional books in science, engineering, and computer science.
-
E.
The Well-Grounded Rubyist
The Well-Grounded Rubyist is a widely respected programming book that provides a clear, thorough introduction to the Ruby language and its idioms for both new and experienced developers.
- 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_69ca829851908190b4e03829353ee7c3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c274ce48190854d389d43ce14b8 |
completed | March 31, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc5677968881908835169157244962 |
completed | March 31, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_69cc58a8f3d08190bec84dc1ba3b5b84 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cb2963c81908a8dfbb1f84845bc |
completed | March 31, 2026, 11:45 p.m. |
Created at: March 30, 2026, 5:14 p.m.