Triple
T14321522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Flanagan |
E355100
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Java in a Nutshell
Java in a Nutshell is a widely used reference book that provides a concise yet comprehensive overview of the Java programming language and its core libraries.
|
E1093685
|
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: Java in a Nutshell | Statement: [David Flanagan, notableWork, Java in a Nutshell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Java in a Nutshell Context triple: [David Flanagan, notableWork, Java in a Nutshell]
-
A.
On to Java (programming book)
"On to Java" is a programming textbook by Patrick Henry Winston that introduces and explains the Java language and object-oriented programming concepts.
-
B.
Java Trench
The Java Trench is a deep oceanic trench in the eastern Indian Ocean formed by the subduction of the Indo-Australian Plate beneath the Sunda Plate, making it one of the world’s deepest and most seismically active marine regions.
-
C.
the book "Java Cookbook"
"Java Cookbook" is a practical programming guide that provides a wide range of hands-on recipes and solutions for common and advanced tasks in the Java language.
-
D.
Linux in a Nutshell
Linux in a Nutshell is a concise reference book that provides comprehensive command-line and system documentation for Linux users and administrators.
-
E.
Spirit of Java
Spirit of Java is a popular nickname for the Indonesian city of Solo (Surakarta), highlighting its reputation as a cultural heartland of Javanese tradition, arts, and heritage.
- 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: Java in a Nutshell Triple: [David Flanagan, notableWork, Java in a Nutshell]
Generated description
Java in a Nutshell is a widely used reference book that provides a concise yet comprehensive overview of the Java programming language and its core libraries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Java in a Nutshell Target entity description: Java in a Nutshell is a widely used reference book that provides a concise yet comprehensive overview of the Java programming language and its core libraries.
-
A.
On to Java (programming book)
"On to Java" is a programming textbook by Patrick Henry Winston that introduces and explains the Java language and object-oriented programming concepts.
-
B.
Java Trench
The Java Trench is a deep oceanic trench in the eastern Indian Ocean formed by the subduction of the Indo-Australian Plate beneath the Sunda Plate, making it one of the world’s deepest and most seismically active marine regions.
-
C.
the book "Java Cookbook"
"Java Cookbook" is a practical programming guide that provides a wide range of hands-on recipes and solutions for common and advanced tasks in the Java language.
-
D.
Linux in a Nutshell
Linux in a Nutshell is a concise reference book that provides comprehensive command-line and system documentation for Linux users and administrators.
-
E.
Spirit of Java
Spirit of Java is a popular nickname for the Indonesian city of Solo (Surakarta), highlighting its reputation as a cultural heartland of Javanese tradition, arts, and heritage.
- 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_69d8278ed42c8190b9f882dcce611347 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de883bf71c8190a9a092a025cf98f0 |
completed | April 14, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd468e263c81909d7261bcfd949579 |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd4811e2808190b559d8348079ae8f |
completed | May 8, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd48d827488190b4a494d4da64ba51 |
completed | May 8, 2026, 2:22 a.m. |
Created at: April 10, 2026, 1:13 a.m.